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44 Vol. 4: Study Programs MASH
Semester Code Course Name
LCT
LAB
TUT
OTH
CNTCT
CH
SWL
ECTS
7
MEC342 Additive manufacturing 1 2 1 2 0 5 3 165 4
ELE381 Power Electronics & Motor Drives 2 2 1 0 5 3 165 6
CSE014 Structured Programming 3 3 0 0 6 3 180 6
E1 Elective Course (1) 2 2 2 0 6 3 180 6
UE1 Elective University (1) 2 0 0 0 2 2 90 4
29 17 945 32
8
MEC314 Mechanical System Design 3 1 1 0 5 3 165 6
MEC341 Measurement & Instrumentation 1 3 0 0 4 2 120 4
MEC372 Sensors & Measurement Systems 2 1 1 0 4 2 120 4
MEC375 Advanced Automatic Control 3 1 1 0 5 3 165 6
MEC391 Industrial Project 1 6 0 0 7 3 195 6
MEC472 Mechatronic Systems Design 2 4 0 0 6 3 180 6
UE2 Elective University (2) 2 0 0 0 2 2 90 4
33 18 1035 36
9
MEC471 Microcontroller & Embedded Systems 3 1 1 0 5 3 165 5
MEC473 Design of Autonomous systems 3 1 1 0 5 3 165 6
MEC491 Graduation project 1 1 6 0 0 7 3 195 6
E2 Elective Course (2) 3 3 0 0 6 3 180 6
E2 Elective Course (2) 3 3 0 0 6 3 180 6
E2 Elective Course (2) 3 3 0 0 6 3 180 6
35 18 1065 35
10
MEC492 Graduation project 2 1 6 0 0 7 3 195 6
E2 Elective Course (2) 3 3 0 0 6 3 180 6
E2 Elective Course (2) 3 3 0 0 6 3 180 6
UC6 University Requirement (6) 2 0 0 0 2 2 90 4
45 Vol. 4: Study Programs MASH
Semester Code Course Name
LCT
LAB
TUT
OTH
CNTCT
CH
SWL
ECTS
UC7 University Requirement (7) 2 0 0 0 2 2 90 4
UE3 Elective University (3) 2 0 0 0 2 2 90 4
25 15 825 30
266 165 8940 327
Elective(E1)
MEC235 Nanotechnology basics & health risk
MEC242 Computerized Numerical Control Machine: Tools & Cad Cam systems
MEC255 Energy Resources
Elective(E2)
MEC363 System Psychology & Biomechanics
MEC381 Gait Analysis & Locomotion
MEC428 Industrial Communication & Network Systems
MEC429 Industrial automated assembly mechanisms
MEC441 Computer Integrated Manufacturing
MEC474 Modeling & Simulation of Mechatronics systems
MEC481 Rehabilitation of Robots
ELE432 Digital Signal Processing
ELE433 Biomedical Engineering
CSE464 Internet of Things
46 Vol. 4: Study Programs MASH
4
‫برنامج‬
‫املياه‬ ‫هندسة‬
‫والبيئة‬
Water & Environmental Engineering Program
Program Description
–
‫برنامج‬
‫الهندسة‬ ‫في‬
‫ومعالجتهما‬ ‫والري‬ ‫الشرب‬ ‫مياه‬ ‫لتوفير‬ ‫المدنية‬
‫الصرف‬ ‫مياه‬ ‫معالجة‬ ‫وتقنيات‬ ‫الصحي‬ ‫الصرف‬ ‫شبكات‬ ‫وكذلك‬
‫النفايات‬ ‫وإدارة‬ ‫البيئي‬ ‫األثر‬ ‫تقييم‬ ‫االعتبار‬ ‫في‬ ‫أخذا‬ ‫الصحي‬
‫وأخيرا‬ ‫والسامة‬ ‫الصلبة‬
‫مستدامة‬ ‫بطريقة‬ ‫المشكالت‬ ‫حل‬
.
– A program in civil engineering in which providing drinking
and irrigation water and its treatment is studied in addition
to sewage networks and wastewater treatment
technologies, taking into account environmental impact
assessment, solid and toxic waste management, and finally
solving problems in a sustainable manner.
Advantages of the Program
–
‫البرنامج‬ ‫هذا‬ ‫خريج‬ ‫أصبح‬ ‫البيئية‬ ‫األخطار‬ ‫زيادة‬ ‫و‬ ‫المياه‬ ‫ندرة‬ ‫مع‬
‫بشدة‬ ‫مطلوبة‬ ‫عملة‬
– With water scarcity and increasing environmental
risks, the graduate of this program has become a
highly needed currency
47 Vol. 4: Study Programs MASH
Graduate attributes
–
.‫بالمياه‬ ‫المتعلقة‬ ‫خاصة‬ ‫ومشكالتها‬ ‫بالبيئة‬ ‫المتعلقة‬ ‫المفاهيم‬ ‫استيعاب‬
– Understand concepts related to the environment and its problems
related to water.
–
.‫بها‬ ‫المؤثرات‬ ‫وتصنيف‬ ‫وعرضها‬ ‫البيئية‬ ‫المشكلة‬ ‫تصوير‬
– Photography of the environmental problem and its presentation
and classification of influences.
–
‫مب‬ ‫تطبيق‬
‫البيئة‬ ‫نوعية‬ ‫لتحسين‬ ‫الهندسة‬ ‫ادئ‬
.
– Apply engineering principles to improve the quality of the
environment.
–
.‫البيئية‬ ‫للمشكالت‬ ‫هندسية‬ ‫حلول‬ ‫تطوير‬
– Develop engineering solutions for environmental problems.
–
،‫والتربة‬ ،‫والماء‬ ،‫الهواء‬ ‫ذلك‬ ‫في‬ ‫بما‬ ،‫البيئية‬ ‫االستدامة‬ ‫جوانب‬ ‫جميع‬ ‫تعزيز‬
‫عن‬ ‫الناجمة‬ ‫المخاطر‬ ‫من‬ ‫التخفيف‬ ‫مثل‬ ،‫البيئية‬ ‫القضايا‬ ‫من‬ ‫وغيرها‬
‫عو‬ ‫م‬ْ‫ه‬َ‫ف‬‫و‬ ‫د‬ْ‫ص‬َ‫ر‬ ‫طالبنا‬ ‫على‬ ‫يجب‬ ،‫ذلك‬ ‫إلى‬ ‫وإضافة‬ .‫الطبيعية‬ ‫األخطار‬
‫اقب‬
‫األخالقية‬ ‫اآلثار‬ ‫االعتبار‬ ‫بعين‬ ‫األخذ‬ ‫مع‬ ،‫البيئة‬ ‫على‬ ‫البشرية‬ ‫األنشطة‬
.‫حة‬َ‫المقتر‬ ‫الحلول‬ ‫على‬ ‫المترتبة‬
– Promote all aspects of environmental sustainability, including air,
water, soil and other environmental issues, such as mitigation of
natural hazards, and monitor and understand the consequences
of human activities on the environment, taking into account the
ethical implications of the proposed solutions.
–
‫لتحقيق‬ ‫البشرية‬ ‫القدرات‬ ‫وبناء‬ ‫الشخصية‬ ‫المهارات‬ ‫وتطوير‬ ‫المعرفة‬ ‫تكامل‬
.‫مستدامة‬ ‫وبيئية‬ ‫مائية‬ ‫موارد‬
– Integrate knowledge, develop personal skills and build human
resources to achieve sustainable water and environmental
resources.
48 Vol. 4: Study Programs MASH
Learning Outcomes
–
‫وهياكل‬ ‫التحتية‬ ‫والبنى‬ ‫المباني‬ ‫لبناء‬ ‫والمستدامة‬ ‫المناسبة‬ ‫التقنيات‬ ‫اختيار‬
‫من‬ ‫االختبار‬ ‫أو‬ / ‫الفيزيائية‬ ‫القياسات‬ ‫أو‬ ‫العددية‬ ‫التقنيات‬ ‫باستخدام‬ ‫المياه؛‬
‫التحليل‬ :‫وتقنياتها‬ ‫المدنية‬ ‫الهندسة‬ ‫مفاهيم‬ ‫من‬ ‫كاملة‬ ‫مجموعة‬ ‫تطبيق‬ ‫خالل‬
‫وقوة‬ ‫خواص‬ ،‫اإلنشائية‬ ‫والميكانيكا‬
،‫المواد‬
‫والمسح‬
،‫التربة‬ ‫وميكانيكا‬ ،
‫الموائع‬ ‫وميكانيكا‬
.
– Selection of appropriate and sustainable techniques for building
buildings, infrastructure and water structures; using numerical
techniques, physical measurements or testing by applying a full
set of civil engineering concepts and techniques: structural
analysis and mechanics, material properties and strength,
surveying, soil mechanics and fluid mechanics.
–
‫والمؤسسات‬ ،‫والصلب‬ ‫المسلحة‬ ‫الخرسانة‬ ‫لهياكل‬ ‫األمثل‬ ‫التصميم‬ ‫تحقيق‬
،‫والمرور‬ ‫والنقل‬ ،‫باألرض‬ ‫االحتفاظ‬ ‫وهياكل‬
،‫والمطارات‬ ‫والطرق‬
‫والمرافئ؛‬ ‫المياه‬ ‫وموارد‬ ،‫والري‬ ،‫الصحية‬ ‫واألعمال‬ ،‫الحديدية‬ ‫والسكك‬
‫باالنضباط‬ ‫متعلق‬ ‫آخر‬ ‫ناشئ‬ ‫مجال‬ ‫وأي‬
.
– Optimize the design of reinforced concrete and steel structures,
foundations and structures of land retention, transport and traffic,
roads and airports, railways, health works, irrigation, water
resources and harbors; and any other discipline-related area.
–
‫االستقرار‬ ‫وعدم‬ ‫البناء‬ ‫عيوب‬ ‫ومعالجة‬ ‫البناء؛‬ ‫عمليات‬ ‫وإدارة‬ ‫تخطيط‬
‫والمواد‬ ‫البناء‬ ‫في‬ ‫السالمة‬ ‫تدابير‬ ‫على‬ ‫والحفاظ‬ .‫والجودة‬
.
– Planning and management of construction operations; and
addressing the defects of construction, instability and quality. And
to maintain safety measures in construction and materials.
–
‫على‬ ‫التأمين‬ ‫ذلك‬ ‫في‬ ‫بما‬ ‫المالية‬ ‫والقضايا‬ ‫والعقود‬ ‫العطاءات‬ ‫مع‬ ‫التعامل‬
‫المشاريع‬
‫والضمانا‬
‫ت؛‬
‫المدنية‬ ‫الهندسة‬ ‫لمشاريع‬ ‫البيئية‬ ‫اآلثار‬ ‫وتقييم‬
.
– Dealing with tenders, contracts and financial issues including
project insurance and guarantees; and environmental impact
assessment for civil engineering projects.
–
‫حلول‬ ‫لتطوير‬ ‫والكيمياء‬ ‫والبيولوجيا‬ ‫التربة‬ ‫وعلوم‬ ‫الهندسة‬ ‫مبادئ‬ ‫استخدم‬
‫النفايات‬ ‫من‬ ‫والتخلص‬ ‫التدوير‬ ‫إعادة‬ ‫تحسين‬ ‫على‬ ‫والعمل‬ .‫البيئية‬ ‫للمشاكل‬
‫الصحة‬ ‫ومراعاة‬
‫القضايا‬ ‫تناول‬ .‫والهواء‬ ‫المياه‬ ‫تلوث‬ ‫ومكافحة‬ ‫العامة‬
‫واال‬ ،‫المناخ‬ ‫وتغير‬ ،‫المأمونة‬ ‫غير‬ ‫الشرب‬ ‫مياه‬ ‫مثل‬ ،‫العالمية‬
‫البيئية‬ ‫ستدامة‬
.
– Use the principles of engineering, soil science, biology and
chemistry to develop solutions to environmental problems.
Improving recycling, waste disposal, public health and combating
water and air pollution. Address global issues, such as unsafe
drinking water, climate change and environmental sustainability.
49 Vol. 4: Study Programs MASH
Work Areas
–
‫العمل‬
‫في‬
‫مياه‬ ‫تنقية‬ ‫محطات‬
– Working in water purification stations
–
‫العمل‬
‫في‬
‫البحر‬ ‫مياه‬ ‫تحلية‬ ‫مشروعات‬
– Working in desalination projects
–
‫كمستشار‬ ‫العمل‬
‫البيئي‬ ‫األثر‬ ‫لتقييم‬
– Working as consultant of environmental impact assessment
Bench Mark
–
‫ألمانيا‬ /‫هانوفر‬ ‫جامعة‬
– https://www.fbg.uni-hannover.de/fileadmin/fbg/Studium/Bauingenieurwesen/
50 Vol. 4: Study Programs MASH
‫برنامج‬
‫املياه‬ ‫هندسة‬
‫والبيئة‬
Water & Environmental
Engineering Program
Study Plan
Semester Code Course Name
LCT
LAB
TUT
OTH
CNTCT
CH
SWL
ECTS
1
MEC011 Engineering Drawing (1) 1 2 2 0 5 2 135 4
PHY111 Physics I 2 2 0 0 4 3 150 6
MAT111 Mathematics I 3 1 0 0 4 3 150 6
MAT122 Statics 2 2 0 0 4 3 150 6
UC1 University Requirement (1) 2 0 0 0 2 2 90 4
UC2 University Requirement (2) 2 0 0 0 2 2 90 4
UC3 University Requirement (3) 2 0 0 0 2 2 90 4
23 17 855 34
2
MEC012 Engineering Drawing (2) 1 2 2 0 5 2 135 4
MEC041 Production Engineering 2 2 0 0 4 2 120 4
CHE142 Engineering Chemistry 2 2 0 0 4 3 150 6
PHY321 Solid state physics 2 2 0 0 4 3 150 6
MAT112 Mathematics II 2 2 0 0 4 3 150 6
MAT121 Dynamics 2 2 0 0 4 3 150 6
25 16 855 32
MEC151 Thermal Energy 2 0 2 0 4 3 150 6
51 Vol. 4: Study Programs MASH
Semester Code Course Name
LCT
LAB
TUT
OTH
CNTCT
CH
SWL
ECTS
3
CIV111 Structural Mechanics 2 0 2 0 4 3 150 6
PHY211 Physics II 2 2 0 0 4 3 150 6
MAT211 Mathematics III 2 2 0 0 4 3 150 6
UC4 University Requirement (4) 2 0 0 0 2 2 90 4
UC5 University Requirement (5) 2 0 0 0 2 2 90 4
20 16 780 32
4
CIV112 Strength of Materials 2 1 2 0 5 3 165 6
CIV113 Structural Analysis 2 0 2 0 4 3 150 6
CIV114 Civil Engineering Drawing 3 2 0 0 5 3 165 6
CIV131 Surveying (1) 2 2 2 0 6 3 180 6
CIV211 Concrete Structures Design (1) 3 1 0 0 4 3 150 6
CIV212 Steel Structures Design (1) 2 0 2 0 4 3 150 6
28 18 960 36
5
CIV213 Concrete Technology (1) 2 1 2 0 5 3 165 6
CIV215 Foundation Design (1) 3 1 1 0 5 3 165 6
CIV216 Computer Aided Structural Design 3 0 1 0 4 3 150 6
CIV221 Infrastructure Network Planning 2 0 2 0 4 3 150 6
CIV231 Surveying (2) 2 2 2 0 6 3 180 6
CIV232 Soil Mechanics (1) 2 1 2 0 5 3 165 6
29 18 975 36
6
CIV214 Concrete Technology (2) 2 1 2 0 5 3 165 6
CIV217 Finite Element Method 3 0 1 0 4 3 150 6
CIV222 Fluid Mechanics for Civil Engineers 3 1 2 0 6 4 210 8
CIV261 Introduction to Transportation & Traffic
Engineering
2 0 2 0 4 3 150 6
52 Vol. 4: Study Programs MASH
Semester Code Course Name
LCT
LAB
TUT
OTH
CNTCT
CH
SWL
ECTS
CIV271 Computer Applications in Geotechnical
Engineering
3 0 1 0 4 3 150 6
23 16 825 32
7
CIV312 Steel Structures Design (2) 2 0 2 0 4 3 150 6
CIV325 Applied Hydrology 2 2 0 0 4 2 120 4
CIV341 Cost Estimation & Project Control 3 0 1 0 4 3 150 6
CIV371 Computer Applications in Geotechnical
Engineering
2 0 1 0 3 2 105 4
E1 Elective Course (1) 2 0 2 0 4 3 150 6
UE1 Elective University (1) 2 0 0 0 2 2 90 4
21 15 765 30
CIV311 Concrete Structures Design (2) 3 1 0 0 4 3 150 6
8
CIV322 Principles of Water Resources Engineering 2 2 0 0 4 2 120 4
CIV324 Hydraulic Structures 3 2 0 0 5 3 165 6
CIV391 Field Project 1 6 0 0 7 3 195 6
E1 Elective Course (1) 2 0 2 0 4 3 150 6
UE2 Elective University (2) 2 0 0 0 2 2 90 4
26 16 870 32
9
CIV444 Cost Estimation & Project Control 3 0 1 0 4 3 150 6
CIV454 Sustainable development 3 1 1 0 5 3 165 6
CIV455 Control of industrial pollution 3 1 1 0 5 3 165 6
CIV491 Graduation project 1 1 6 0 0 7 3 195 6
E2 Elective Course (2) 3 1 1 0 5 3 165 6
E2 Elective Course (2) 3 1 1 0 5 3 165 6
31 18 1005 36
53 Vol. 4: Study Programs MASH
Semester Code Course Name
LCT
LAB
TUT
OTH
CNTCT
CH
SWL
ECTS
10
CIV492 Graduation project 2 1 6 0 0 7 3 195 6
E2 Elective Course (2) 3 1 1 0 5 3 165 6
E2 Elective Course (2) 3 1 1 0 5 3 165 6
UC6 University Requirement (6) 2 0 0 0 2 2 90 4
UC7 University Requirement (7) 2 0 0 0 2 2 90 4
UE3 Elective University (3) 2 0 0 0 2 2 90 4
23 15 795 30
249 165 8685 330
Elective(E1)
MEC121 Manufacturing Technology
CIV312 Steel Structures Design (2)
Elective(E2)
CIV411 Earthquake Engineering
CIV412 Computer Aided Structural Design
CIV431 Problematic Soil & Rock Mechanics
CIV441 Management of Project Resources
CIV442 Risk & Safety Management
CIV443 Insulation Works
CIV445 Advanced Composite Materials
54 Vol. 4: Study Programs MASH
‫احلاسبات‬ ‫هندسة‬ ‫جمال‬
FIELD OF COMPUTER ENGINEERING
Study Programs
55 Vol. 4: Study Programs MASH
Degree Requirements
The Program
Cr.
Hrs.
University
Requirement
Mathematic
&
Basic
Science
Computer
Science
&
Engineering
AI
Science
&
Engineering
Advanced
Specially
Requirements
Bi0-Medical
Informatics
Project
&
Training
Computer Engineering 165 20 39 44 9 45 0 8
AI Engineering 165 20 39 41 39 18 0 8
56 Vol. 4: Study Programs MASH
5
‫برنامج‬
‫احلاسب‬ ‫هندسة‬
Computer Engineering Program
Program Description
–
‫البرنامج‬ ‫يهتم‬
‫على‬ ‫قادر‬ ،‫الحاسبات‬ ‫هندسة‬ ‫في‬ ‫متخصص‬ ‫مهندس‬ ‫بتخريج‬
‫و‬ ‫البرمجيات‬ ‫تطوير‬
‫ضمان‬
‫و‬ ،‫جودتها‬
‫مع‬ ‫التعامل‬
،‫السحابية‬ ‫الحوسبة‬
‫والحوسبة‬
‫المتنقلة‬
،
.‫وأمنها‬ ‫المعلومات‬ ‫وشبكات‬ ،‫المدمجة‬ ‫واألنظمة‬
‫ويمكن‬
‫التالية‬ ‫المسارات‬ ‫أحد‬ ‫اختيار‬ ‫للطالب‬
:
– The program concerns of qualifying an Engineering graduate
specialized in Computer Engineering, capable of developing
software and ensuring its quality. He can deal with cloud
computing, mobile computing, embedded systems, and
information networks and their security. The student can choose
one of the following tracks:
Embedded Systems
–
‫يهتم‬
‫وكذلك‬ ‫المدمجة‬ ‫النظم‬ ‫تصميم‬ ‫في‬ ‫متخصصة‬ ‫كوادر‬ ‫بإعداد‬ ‫المسار‬
‫البيانات‬ ‫وتحليل‬ ،‫باإلنترنت‬ ‫واتصالها‬ ‫مكوناتها‬ ‫بتوزيع‬ ‫المتسم‬ ‫النظم‬
.‫النظم‬ ‫تلك‬ ‫من‬ ‫المستخرجة‬ ‫الضخمة‬
– The program is concerned in preparing graduates specialized in
designing embedded and distributed systems that are connected
to the internet, in addition to analyzing the big data extracted from
these systems.
Cloud Computing
–
‫يهتم‬
‫علي‬ ‫المبنية‬ ‫النظم‬ ‫تصميم‬ ‫في‬ ‫متخصصة‬ ‫كوادر‬ ‫بإعداد‬ ‫المسار‬
‫الحوسبة‬
‫السحابية‬
‫المصاحبة‬ ‫الضخمة‬ ‫البيانات‬ ‫توزيع‬ ‫مع‬ ‫التعامل‬ ‫وكيفية‬
.‫لها‬
– The track is concerned in preparing graduates capable of
designing cloud-based systems and how to deal with distribution
of big data associated with these systems.
57 Vol. 4: Study Programs MASH
High Performance Computing
–
‫يهتم‬
‫الحاسبات‬ ‫برمجة‬ ‫في‬ ‫متخصصة‬ ‫كوادر‬ ‫بإعداد‬ ‫المسار‬
‫المتوازية‬
‫الموزعة‬ ‫الضخمة‬ ‫البيانات‬ ‫مع‬ ‫التعامل‬ ‫وكيفية‬ ‫الموزعة‬ ‫النظم‬ ‫تصميم‬
.‫وتحليلها‬
– The track is concerned in preparing graduates capable of
designing distributed systems and how to deal with distributed big
data and analyzing them.
Cyber Security
–
‫قادرة‬ ‫كوادر‬ ‫بإعداد‬ ‫المسار‬ ‫يهتم‬
‫على‬
‫والشبكات‬ ‫الحاسب‬ ‫أنظمة‬ ‫تامين‬
‫و‬
‫بنقل‬ ‫المرتبطة‬ ‫والمخاطر‬ ‫المعلومات‬ ‫تقنية‬ ‫أمن‬ ‫نماذج‬ ‫مختلف‬ ‫بين‬ ‫التفريق‬
‫وتخزينها‬ ‫المعلومات‬
.
‫وقادرة‬
‫تصميم‬ ‫في‬ ‫األساليب‬ ‫أحدث‬ ‫استخدام‬ ‫على‬
‫واكتشاف‬ ‫آمنة‬ ‫أنظمة‬ ‫وتطوير‬
‫وطرق‬ ‫األمنية‬ ‫الثغرات‬
‫عالجها‬
.
– The track is concerned in preparing graduates capable of
securing computer systems and networks and distinguish
between different models of information technology security and
the risks complemented the transfer of information and its
storage. They will be capable of designing and developing secure
systems, and discovering security vulnerability and how to fix
them.
Graduate attributes
The main outcome of the proposed program is expert
graduates in computer science specializations where the
graduates achieve standards that exceeded NARS these
graduate should be able to:
–
‫االستدالل‬
‫و‬ ‫االستقرائي‬
‫األحداث‬ ‫حول‬ ‫واالستنتاجات‬ ‫العامة‬ ‫القواعد‬ ‫تحديد‬
‫صلة‬ ‫ذات‬ ‫غير‬ ‫تبدو‬ ‫التي‬
.
– Demonstrating inductive reasoning abilities, figuring general rules
and conclusions about seemingly unrelated events
–
‫الال‬ ‫واألدوات‬ ‫والمهارات‬ ‫الحالية‬ ‫المتقدمة‬ ‫التقنيات‬ ‫استخدام‬
‫لممارسات‬ ‫زمة‬
‫على‬ ‫المعتمدة‬ ‫األنظمة‬ ‫وتنفيذ‬ ‫وتصميم‬ ‫لتحديد‬ ‫الحوسبة‬
.‫الكمبيوتر‬
– Using current advanced techniques, skills, and tools necessary
for computing practices to specify, design, and implement
computer-based systems.
58 Vol. 4: Study Programs MASH
–
‫الخاصة‬ ‫المعلومات‬ ‫متطلبات‬ ‫على‬ ‫تعرف‬
‫على‬ ‫المختلفة‬ ‫األعمال‬ ‫بأنشطة‬
.‫القرار‬ ‫صنع‬ ‫ومستويات‬ ‫التشغيلي‬ ‫المستويين‬
– Recognizing the information requirements of various business
activities on both operational and decision making levels.
–
.‫النظام‬ ‫تحليل‬ ‫وتقنيات‬ ‫أدوات‬ ‫باستخدام‬ ‫األعمال‬ ‫مشاكل‬ ‫معالجة‬
– Tackling business problems using system analysis tools and
techniques.
–
‫االستخدام‬ ‫مجاالت‬ ‫مختلف‬ ‫في‬ ‫الكمبيوتر‬ ‫بأنظمة‬ ‫المتعلقة‬ ‫المشاريع‬ ‫إدارة‬
.
– Managing projects related to computer systems in diverse fields
of applications.
–
‫نظام‬ ‫تطوير‬ ‫حياة‬ ‫دورة‬ ‫مراحل‬ ‫تنفيذ‬
،‫األجهزة‬ ‫وتركيب‬ ‫وشراء‬ ،‫الكمبيوتر‬
.‫النظام‬ ‫وعمليات‬ ‫البيانات‬ ‫ومعالجة‬ ،‫البرمجيات‬ ‫وتصميم‬
– Implementing phases of the computer system development life
cycle, procurement and installation of hardware, software design,
data manipulation and system operations.
Specific graduate attributes embedded systems
track:
–
‫المدمجة‬ ‫النظم‬ ‫تصميم‬ ‫على‬ ‫القدرة‬
– The ability to design embedded systems.
–
‫باإلنترنت‬ ‫المتصلة‬ ‫الموزعة‬ ‫النظم‬ ‫تصميم‬ ‫على‬ ‫القدرة‬
– The ability to design distributed systems connected to the
internet.
–
‫القدرة‬
‫المتصلة‬ ‫النظم‬ ‫من‬ ‫المستخرجة‬ ‫الضخمة‬ ‫البيانات‬ ‫تحليل‬ ‫على‬
‫باإلنترنت‬
– The ability to analyze big data from systems connected to the
internet
Specific graduate attributes Cloud Computing track:
–
‫الحوسبة‬ ‫على‬ ‫المبنية‬ ‫النظم‬ ‫تصميم‬ ‫على‬ ‫القدرة‬
–
‫الحوسبة‬ ‫علي‬ ‫المبنية‬ ‫بالنظم‬ ‫المتصلة‬ ‫الضخمة‬ ‫البيانات‬ ‫توزيع‬ ‫على‬ ‫القدرة‬
– The ability to design cloud-based systems.
– The ability to distribute the big data associated with cloud-based
systems
Specific graduate attributes High Performance
Computing track:
–
‫الموزعة‬ ‫النظم‬ ‫تصميم‬ ‫على‬ ‫القدرة‬
– The ability to design distributed systems.
–
‫المتوازية‬ ‫الحاسبات‬ ‫برمجة‬ ‫على‬ ‫القدرة‬
– The ability to perform parallel programming.
59 Vol. 4: Study Programs MASH
–
‫الموزعة‬ ‫للنظم‬ ‫المصاحبة‬ ‫الضخمة‬ ‫البيانات‬ ‫تحليل‬ ‫علي‬ ‫القدرة‬
.
– The ability to distribute the big data associated with distributed
systems.
Specific graduate attributes of Cyber Security track:
–
‫والمخاطر‬ ‫المعلومات‬ ‫تقنية‬ ‫أمن‬ ‫نماذج‬ ‫مختلف‬ ‫بين‬ ‫التفريق‬ ‫على‬ ‫القدرة‬
‫وتخزينها‬ ‫المعلومات‬ ‫بنقل‬ ‫المرتبطة‬
.
– The ability to distinguish between different models of information
technology security and the risks complemented the transfer of
information and its storage.
–
‫تصميم‬ ‫في‬ ‫األساليب‬ ‫أحدث‬ ‫استخدام‬ ‫على‬ ‫القدرة‬
.‫آمنة‬ ‫أنظمة‬ ‫وتطوير‬
– The ability to use the recent techniques in designing and
developing secure systems.
–
‫من‬ ‫والمعلومات‬ ‫الحاسب‬ ‫شبكات‬ ‫لحماية‬ ‫حلول‬ ‫تطوير‬ ‫على‬ ‫القدرة‬
‫والخارجي‬ ‫الداخلي‬ ‫النطاقين‬ ‫على‬ ‫واالختراقات‬ ‫التهديدات‬
.
– The ability to develop solutions to protect computer networks and
information from threats and hacking on internal and external
bands.
Job Opportunities
–
‫البرمجيات‬ ‫في‬ ‫العاملة‬ ‫الدولية‬ ‫الشركات‬
–
‫الحاسب‬ ‫أجزاء‬ ‫تصنيع‬ ‫شركات‬
–
‫الناشئة‬ ‫الرقمي‬ ‫التحول‬ ‫شركات‬
– International companies working in software – Computer
components manufacturing companies – digital transformation
companies’ startups.
Bench Mark
–
‫لضمان‬ ‫القومية‬ ‫الهيئة‬ ‫من‬ ‫الصادرة‬ ‫والمهارات‬ ‫المعارف‬ ‫البرنامج‬ ‫تبني‬ ‫وقد‬
( ‫واالعتماد‬ ‫التعليم‬ ‫جودة‬
NARS
‫يمكن‬ ‫والتي‬ ‫الحاسبات‬ ‫هندسة‬ ‫لخريجي‬ )
‫الرابط‬ ‫خالل‬ ‫من‬ ‫عليها‬ ‫االطالع‬
‫التالي‬
:
– The program has adopted the general knowledge and skills
issued from the National authority for quality assurance and
accreditation of education (NARS) for computer science
graduate which can be found through the following link.
60 Vol. 4: Study Programs MASH
http://naqaae.eg/wp-content/uploads/2014/PDF/21.pdf
–
‫ال‬ ‫كليات‬ ‫للوائح‬ ‫والرجوع‬ ‫االطالع‬ ‫تم‬
‫الحاسبات‬ ‫تخصصات‬ ‫في‬ ‫هندسة‬
‫في‬
‫جامعة‬
‫ستانفورد‬
–
.‫ميلون‬ ‫كارنيجي‬
– The bylaws of computer engineering faculties have been studied
and referenced in the following universities: Stanford University –
Carnegie Mellon University – Ain Shams University.
https://www.cs.cmu.edu/bs-in-artificial-intelligence/curriculum
61 Vol. 4: Study Programs MASH
‫برنامج‬
‫احلاسب‬ ‫هندسة‬
Computer Engineering Program
I
.
I. Embedded Systems
Study Plan
Semester Code Course Name
LCT
LAB
TUT
OTH
CNTCT
CH
SWL
ECTS
1
MEC011 Engineering Drawing (1) 1 2 2 0 5 2 135 4
CSE014 Structured Programming 3 3 0 0 6 3 180 6
PHY212 Introduction to Engineering Physics 2 2 0 0 4 3 150 6
MAT111 Mathematics I 3 1 0 0 4 3 150 6
MAT123 Mechanics 2 2 0 0 4 3 150 6
UC1 University Requirement (1) 2 0 0 0 2 2 90 4
UE1 Elective University (1) 2 0 0 0 2 2 90 4
27 18 945 36
2
CSE015 Object Oriented Programming 3 3 0 0 6 3 180 6
CSE113 Electric & Electronic Circuits 1 3 2 0 6 3 180 6
PHY211 Physics II 2 2 0 0 4 3 150 6
MAT114 Analytical Geometry & Calculus I 3 2 0 0 5 4 195 8
MAT131 Statistics 1 2 0 0 3 2 105 4
UC2 University Requirement (2) 2 0 0 0 2 2 90 4
62 Vol. 4: Study Programs MASH
Semester Code Course Name
LCT
LAB
TUT
OTH
CNTCT
CH
SWL
ECTS
26 17 900 34
3
ELE115 Electrical Circuits & Measurements 2 2 1 0 5 3 165 5
CSE111 Data Structures 3 3 0 0 6 3 180 6
CSE131 Logic Design 3 2 2 0 7 3 195 6
AIE111 Artificial Intelligence 3 3 0 0 6 3 180 6
MAT313 Differential Equations & Numerical Analysis 3 2 0 0 5 4 195 8
UC3 University Requirement (3) 2 0 0 0 2 2 90 4
31 18 1005 35
4
ELE432 Digital Signal Processing 2 1 1 0 4 3 150 6
CSE112 Design & Analysis of Algorithms 3 3 0 0 6 3 180 6
CSE132 Computer Architecture & Organization 3 2 0 0 5 3 165 6
CSE315 Discrete Mathematics 2 0 2 0 4 3 150 6
AIE121 Machine Learning 3 3 0 0 6 3 180 6
UC4 University Requirement (4) 2 0 0 0 2 2 90 4
27 17 915 34
5
CSE211 Web Programming 3 2 0 0 5 3 165 6
CSE233 Operating Systems 3 2 0 0 5 3 165 6
CSE261 Computer Networks 3 2 0 0 5 3 165 6
CSE281 Image Processing 3 3 0 0 6 3 180 6
AIE231 Neural Networks 3 3 0 0 6 3 180 6
UE2 Elective University (2) 2 0 0 0 2 2 90 4
29 17 945 34
6
CSE221 Database Systems 3 3 0 0 6 3 180 6
CSE242 Cryptography 3 3 0 0 6 3 180 6
CSE251 Software Engineering 3 3 0 0 6 3 180 6
63 Vol. 4: Study Programs MASH
Semester Code Course Name
LCT
LAB
TUT
OTH
CNTCT
CH
SWL
ECTS
CSE272 Embedded Systems 3 3 0 0 6 3 180 6
CSE273 Parallel & Distributed Systems 2 1 1 0 4 3 150 6
CSE291 Field Training 1 In Computer Engineering 2 0 0 0 2 1 30 2
UC5 University Requirement (5) 2 0 0 0 2 2 90 4
32 18 990 36
7
ELE215 Electronics & Digital Circuits 2 1 1 0 4 2 105 4
CSE344 Cyber Security 3 3 0 0 6 3 180 6
CSE376 Real Time & Embedded Systems Design 3 2 1 0 6 3 180 6
E1 Elective Course (1) 2 2 0 0 4 3 150 6
E2 Elective Course (2) 3 3 0 0 6 3 180 6
UC6 University Requirement (6) 2 0 0 0 2 2 90 4
28 16 885 32
8
CSE322 Big Data Analytics 1 3 3 0 0 6 3 180 6
CSE363 Cloud Computing 3 3 0 0 6 3 180 6
CSE392 Field Training 2 In Computer Engineering 2 0 0 0 2 1 30 2
E1 Elective Course (1) 2 2 0 0 4 3 150 6
E2 Elective Course (2) 3 3 0 0 6 3 180 6
E2 Elective Course (2) 3 3 0 0 6 3 180 6
30 16 900 32
9
CSE464 Internet of Things 3 3 0 0 6 3 180 6
CSE477 Selected Topics in Embedded Systems 3 3 0 0 6 3 180 6
CSE493 Graduation Project 1 2 0 0 0 2 3 120 6
E2 Elective Course (2) 3 3 0 0 6 3 180 6
UC7 University Requirement (7) 2 0 0 0 2 2 90 4
22 14 750 28
64 Vol. 4: Study Programs MASH
Semester Code Course Name
LCT
LAB
TUT
OTH
CNTCT
CH
SWL
ECTS
10
CSE446 Information & Computer Networks Security 3 3 0 0 6 3 180 6
CSE466 Selected Topics in IoT 3 2 0 0 5 3 165 6
CSE494 Graduation Project 2 2 0 0 0 2 3 120 6
E2 Elective Course (2) 3 3 0 0 6 3 180 6
UE3 Elective University (3) 2 0 0 0 2 2 90 4
21 14 735 28
273 165 8970 329
Elective (E1)
ELE211 Electromagnetic Fields
ELE232 Fundamentals of Communication Systems
ELE233 Control Engineering
CHE142 Engineering Chemistry
PHY328 Physics of Semiconductors & Dielectrics
MAT121 Dynamics
MAT122 Statics
MAT231 Probability & Statistics
Elective (E2)
CSE241 Security of Information Systems
CSE271 Introduction to Parallel Computing
CSE311 Design of Compilers
CSE323 Advanced Database Systems
CSE374 Parallel Programming
CSE383 Computer Vision
65 Vol. 4: Study Programs MASH
CSE425 Big Data Analytics 2
CSE426 Selected Topics in Data Science
CSE465 Selected Topics in Cloud Computing
CSE475 Distributed Information Systems
CSE478 High Performance Computing
AIE322 Advanced Machine Learning
AIE323 Data Mining
AIE332 Deep Learning
AIE351 Robotics Design
66 Vol. 4: Study Programs MASH
‫برنامج‬
‫احلاسب‬ ‫هندسة‬
Computer Engineering Program
II
.
II. Cloud Computing
Study Plan
Semester Code Course Name
LCT
LAB
TUT
OTH
CNTCT
CH
SWL
ECTS
1
MEC011 Engineering Drawing (1) 1 2 2 0 5 2 135 4
CSE014 Structured Programming 3 3 0 0 6 3 180 6
PHY212 Introduction to Engineering Physics 2 2 0 0 4 3 150 6
MAT111 Mathematics I 3 1 0 0 4 3 150 6
MAT123 Mechanics 2 2 0 0 4 3 150 6
UC1 University Requirement (1) 2 0 0 0 2 2 90 4
UE1 Elective University (1) 2 0 0 0 2 2 90 4
27 18 945 36
2
CSE015 Object Oriented Programming 3 3 0 0 6 3 180 6
CSE113 Electric & Electronic Circuits 1 3 2 0 6 3 180 6
PHY211 Physics II 2 2 0 0 4 3 150 6
MAT114 Analytical Geometry & Calculus I 3 2 0 0 5 4 195 8
MAT131 Statistics 1 2 0 0 3 2 105 4
UC2 University Requirement (2) 2 0 0 0 2 2 90 4
26 17 900 34
67 Vol. 4: Study Programs MASH
Semester Code Course Name
LCT
LAB
TUT
OTH
CNTCT
CH
SWL
ECTS
3
ELE115 Electrical Circuits & Measurements 2 2 1 0 5 3 165 5
CSE111 Data Structures 3 3 0 0 6 3 180 6
CSE131 Logic Design 3 2 2 0 7 3 195 6
AIE111 Artificial Intelligence 3 3 0 0 6 3 180 6
MAT313 Differential Equations & Numerical Analysis 3 2 0 0 5 4 195 8
UC3 University Requirement (3) 2 0 0 0 2 2 90 4
31 18 1005 35
4
ELE432 Digital Signal Processing 2 1 1 0 4 3 150 6
CSE112 Design & Analysis of Algorithms 3 3 0 0 6 3 180 6
CSE132 Computer Architecture & Organization 3 2 0 0 5 3 165 6
CSE315 Discrete Mathematics 2 0 2 0 4 3 150 6
AIE121 Machine Learning 3 3 0 0 6 3 180 6
UC4 University Requirement (4) 2 0 0 0 2 2 90 4
27 17 915 34
5
CSE211 Web Programming 3 2 0 0 5 3 165 6
CSE233 Operating Systems 3 2 0 0 5 3 165 6
CSE261 Computer Networks 3 2 0 0 5 3 165 6
CSE271 Introduction to Parallel Computing 3 3 0 0 6 3 180 6
AIE231 Neural Networks 3 3 0 0 6 3 180 6
UE2 Elective University (2) 2 0 0 0 2 2 90 4
29 17 945 34
6
CSE221 Database Systems 3 3 0 0 6 3 180 6
CSE242 Cryptography 3 3 0 0 6 3 180 6
CSE251 Software Engineering 3 3 0 0 6 3 180 6
CSE272 Embedded Systems 3 3 0 0 6 3 180 6
68 Vol. 4: Study Programs MASH
Semester Code Course Name
LCT
LAB
TUT
OTH
CNTCT
CH
SWL
ECTS
CSE273 Parallel & Distributed Systems 2 1 1 0 4 3 150 6
CSE291 Field Training 1 In Computer Engineering 2 0 0 0 2 1 30 2
UC5 University Requirement (5) 2 0 0 0 2 2 90 4
32 18 990 36
7
ELE215 Electronics & Digital Circuits 2 1 1 0 4 2 105 4
CSE344 Cyber Security 3 3 0 0 6 3 180 6
CSE362 Industrial Networks 3 3 0 0 6 3 180 6
E1 Elective Course (1) 2 2 0 0 4 3 150 6
E2 Elective Course (2) 3 2 2 0 7 3 195 6
UC6 University Requirement (6) 2 0 0 0 2 2 90 4
29 16 900 32
8
CSE322 Big Data Analytics 1 3 3 0 0 6 3 180 6
CSE363 Cloud Computing 3 3 0 0 6 3 180 6
CSE392 Field Training 2 In Computer Engineering 2 0 0 0 2 1 30 2
E1 Elective Course (1) 2 2 0 0 4 3 150 6
E2 Elective Course (2) 3 2 2 0 7 3 195 6
E2 Elective Course (2) 3 2 2 0 7 3 195 6
32 16 930 32
9
CSE427 Selected Topics in Big Data 3 3 0 0 6 3 180 6
CSE464 Internet of Things 3 3 0 0 6 3 180 6
CSE493 Graduation Project 1 2 0 0 0 2 3 120 6
E2 Elective Course (2) 3 2 2 0 7 3 195 6
UC7 University Requirement (7) 2 0 0 0 2 2 90 4
23 14 765 28
CSE446 Information & Computer Networks Security 3 3 0 0 6 3 180 6
69 Vol. 4: Study Programs MASH
Semester Code Course Name
LCT
LAB
TUT
OTH
CNTCT
CH
SWL
ECTS
10
CSE465 Selected Topics in Cloud Computing 3 3 0 0 6 3 180 6
CSE494 Graduation Project 2 2 0 0 0 2 3 120 6
E2 Elective Course (2) 3 2 2 0 7 3 195 6
UE3 Elective University (3) 2 0 0 0 2 2 90 4
23 14 765 28
279 165 9060 329
Elective (E1)
ELE211 Electromagnetic Fields
ELE232 Fundamentals of Communication Systems
ELE233 Control Engineering
CHE142 Engineering Chemistry
PHY328 Physics of Semiconductors & Dielectrics
MAT121 Dynamics
MAT122 Statics
MAT231 Probability & Statistics
Elective (E2)
CSE241 Security of Information Systems
CSE243 Secure Programming
CSE281 Image Processing
CSE311 Design of Compilers
CSE374 Parallel Programming
CSE376 Real Time & Embedded Systems Design
CSE383 Computer Vision
70 Vol. 4: Study Programs MASH
CSE425 Big Data Analytics 2
CSE426 Selected Topics in Data Science
CSE447 Selected Topics in Computer Security
CSE466 Selected Topics in IoT
CSE475 Distributed Information Systems
CSE478 High Performance Computing
AIE322 Advanced Machine Learning
AIE323 Data Mining
AIE332 Deep Learning
AIE351 Robotics Design
BMD462 Bio-Inspired Computing
71 Vol. 4: Study Programs MASH
‫برنامج‬
‫احلاسب‬ ‫هندسة‬
Computer Engineering Program
III
.
III. High Performance Computing
Study Plan
Semester Code Course Name
LCT
LAB
TUT
OTH
CNTCT
CH
SWL
ECTS
1
MEC011 Engineering Drawing (1) 1 2 2 0 5 2 135 4
CSE014 Structured Programming 3 3 0 0 6 3 180 6
PHY212 Introduction to Engineering Physics 2 2 0 0 4 3 150 6
MAT111 Mathematics I 3 1 0 0 4 3 150 6
MAT123 Mechanics 2 2 0 0 4 3 150 6
UC1 University Requirement (1) 2 0 0 0 2 2 90 4
UE1 Elective University (1) 2 0 0 0 2 2 90 4
27 18 945 36
2
CSE015 Object Oriented Programming 3 3 0 0 6 3 180 6
CSE113 Electric & Electronic Circuits 1 3 2 0 6 3 180 6
PHY211 Physics II 2 2 0 0 4 3 150 6
MAT114 Analytical Geometry & Calculus I 3 2 0 0 5 4 195 8
MAT131 Statistics 1 2 0 0 3 2 105 4
UC2 University Requirement (2) 2 0 0 0 2 2 90 4
26 17 900 34
72 Vol. 4: Study Programs MASH
Semester Code Course Name
LCT
LAB
TUT
OTH
CNTCT
CH
SWL
ECTS
3
ELE115 Electrical Circuits & Measurements 2 2 1 0 5 3 165 5
CSE111 Data Structures 3 3 0 0 6 3 180 6
CSE131 Logic Design 3 2 2 0 7 3 195 6
AIE111 Artificial Intelligence 3 3 0 0 6 3 180 6
MAT313 Differential Equations & Numerical Analysis 3 2 0 0 5 4 195 8
UC3 University Requirement (3) 2 0 0 0 2 2 90 4
31 18 1005 35
4
ELE432 Digital Signal Processing 2 1 1 0 4 3 150 6
CSE112 Design & Analysis of Algorithms 3 3 0 0 6 3 180 6
CSE132 Computer Architecture & Organization 3 2 0 0 5 3 165 6
CSE315 Discrete Mathematics 2 0 2 0 4 3 150 6
AIE121 Machine Learning 3 3 0 0 6 3 180 6
UC4 University Requirement (4) 2 0 0 0 2 2 90 4
27 17 915 34
5
CSE211 Web Programming 3 2 0 0 5 3 165 6
CSE233 Operating Systems 3 2 0 0 5 3 165 6
CSE261 Computer Networks 3 2 0 0 5 3 165 6
CSE271 Introduction to Parallel Computing 3 3 0 0 6 3 180 6
AIE231 Neural Networks 3 3 0 0 6 3 180 6
UE2 Elective University (2) 2 0 0 0 2 2 90 4
29 17 945 34
6
CSE212 Theory of Computation & Compilers 3 3 0 0 6 3 180 6
CSE221 Database Systems 3 3 0 0 6 3 180 6
CSE251 Software Engineering 3 3 0 0 6 3 180 6
CSE272 Embedded Systems 3 3 0 0 6 3 180 6
73 Vol. 4: Study Programs MASH
Semester Code Course Name
LCT
LAB
TUT
OTH
CNTCT
CH
SWL
ECTS
CSE273 Parallel & Distributed Systems 2 1 1 0 4 3 150 6
CSE291 Field Training 1 In Computer Engineering 2 0 0 0 2 1 30 2
UC5 University Requirement (5) 2 0 0 0 2 2 90 4
32 18 990 36
7
ELE215 Electronics & Digital Circuits 2 1 1 0 4 2 105 4
CSE374 Parallel Programming 3 2 0 0 5 3 165 6
E1 Elective Course (1) 2 2 0 0 4 3 150 6
E2 Elective Course (2) 3 2 2 0 7 3 195 6
E2 Elective Course (2) 3 2 2 0 7 3 195 6
UC6 University Requirement (6) 2 0 0 0 2 2 90 4
29 16 900 32
8
CSE322 Big Data Analytics 1 3 3 0 0 6 3 180 6
CSE363 Cloud Computing 3 3 0 0 6 3 180 6
CSE392 Field Training 2 In Computer Engineering 2 0 0 0 2 1 30 2
E1 Elective Course (1) 2 2 0 0 4 3 150 6
E2 Elective Course (2) 3 2 2 0 7 3 195 6
E2 Elective Course (2) 3 2 2 0 7 3 195 6
32 16 930 32
9
CSE427 Selected Topics in Big Data 3 3 0 0 6 3 180 6
CSE464 Internet of Things 3 3 0 0 6 3 180 6
CSE478 High Performance Computing 3 3 0 0 6 3 180 6
CSE493 Graduation Project 1 2 0 0 0 2 3 120 6
UC7 University Requirement (7) 2 0 0 0 2 2 90 4
22 14 750 28
CSE446 Information & Computer Networks Security 3 3 0 0 6 3 180 6
74 Vol. 4: Study Programs MASH
Semester Code Course Name
LCT
LAB
TUT
OTH
CNTCT
CH
SWL
ECTS
10
CSE479 Selected Topics in High Performance Computing 3 3 0 0 6 3 180 6
CSE494 Graduation Project 2 2 0 0 0 2 3 120 6
E2 Elective Course (2) 3 2 2 0 7 3 195 6
UE3 Elective University (3) 2 0 0 0 2 2 90 4
23 14 765 28
278 165 9045 329
Elective (E1)
ELE211 Electromagnetic Fields
ELE232 Fundamentals of Communication Systems
ELE233 Control Engineering
CHE142 Engineering Chemistry
PHY328 Physics of Semiconductors & Dielectrics
MAT121 Dynamics
MAT122 Statics
MAT231 Probability & Statistics
Elective (E2)
CSE211 Web Programming
CSE241 Security of Information Systems
CSE281 Image Processing
CSE311 Design of Compilers
CSE376 Real Time & Embedded Systems Design
CSE383 Computer Vision
CSE425 Big Data Analytics 2
75 Vol. 4: Study Programs MASH
CSE465 Selected Topics in Cloud Computing
CSE466 Selected Topics in IoT
CSE475 Distributed Information Systems
CSE477 Selected Topics in Embedded Systems
AIE316 Evolutionary Algorithms
AIE322 Advanced Machine Learning
AIE323 Data Mining
AIE332 Deep Learning
AIE351 Robotics Design
BMD462 Bio-Inspired Computing
76 Vol. 4: Study Programs MASH
‫برنامج‬
‫احلاسب‬ ‫هندسة‬
Computer Engineering Program
IV
.
IV. Cyber Security
Study Plan
Semester Code Course Name
LCT
LAB
TUT
OTH
CNTCT
CH
SWL
ECTS
1
MEC011 Engineering Drawing (1) 1 2 2 0 5 2 135 4
CSE014 Structured Programming 3 3 0 0 6 3 180 6
PHY212 Introduction to Engineering Physics 2 2 0 0 4 3 150 6
MAT111 Mathematics I 3 1 0 0 4 3 150 6
MAT123 Mechanics 2 2 0 0 4 3 150 6
UC1 University Requirement (1) 2 0 0 0 2 2 90 4
UE1 Elective University (1) 2 0 0 0 2 2 90 4
27 18 945 36
2
CSE015 Object Oriented Programming 3 3 0 0 6 3 180 6
CSE113 Electric & Electronic Circuits 1 3 2 0 6 3 180 6
PHY211 Physics II 2 2 0 0 4 3 150 6
MAT114 Analytical Geometry & Calculus I 3 2 0 0 5 4 195 8
MAT131 Statistics 1 2 0 0 3 2 105 4
UC2 University Requirement (2) 2 0 0 0 2 2 90 4
26 17 900 34
77 Vol. 4: Study Programs MASH
Semester Code Course Name
LCT
LAB
TUT
OTH
CNTCT
CH
SWL
ECTS
3
ELE115 Electrical Circuits & Measurements 2 2 1 0 5 3 165 5
CSE111 Data Structures 3 3 0 0 6 3 180 6
CSE131 Logic Design 3 2 2 0 7 3 195 6
AIE111 Artificial Intelligence 3 3 0 0 6 3 180 6
MAT313 Differential Equations & Numerical Analysis 3 2 0 0 5 4 195 8
UC3 University Requirement (3) 2 0 0 0 2 2 90 4
31 18 1005 35
4
ELE432 Digital Signal Processing 2 1 1 0 4 3 150 6
CSE112 Design & Analysis of Algorithms 3 3 0 0 6 3 180 6
CSE132 Computer Architecture & Organization 3 2 0 0 5 3 165 6
CSE315 Discrete Mathematics 2 0 2 0 4 3 150 6
AIE121 Machine Learning 3 3 0 0 6 3 180 6
UC4 University Requirement (4) 2 0 0 0 2 2 90 4
27 17 915 34
5
CSE211 Web Programming 3 2 0 0 5 3 165 6
CSE233 Operating Systems 3 2 0 0 5 3 165 6
CSE241 Security of Information Systems 3 2 0 0 5 3 165 6
CSE261 Computer Networks 3 2 0 0 5 3 165 6
AIE231 Neural Networks 3 3 0 0 6 3 180 6
UE2 Elective University (2) 2 0 0 0 2 2 90 4
28 17 930 34
6
CSE221 Database Systems 3 3 0 0 6 3 180 6
CSE242 Cryptography 3 3 0 0 6 3 180 6
CSE243 Secure Programming 3 3 0 0 6 3 180 6
CSE251 Software Engineering 3 3 0 0 6 3 180 6
78 Vol. 4: Study Programs MASH
Semester Code Course Name
LCT
LAB
TUT
OTH
CNTCT
CH
SWL
ECTS
CSE272 Embedded Systems 3 3 0 0 6 3 180 6
CSE291 Field Training 1 In Computer Engineering 2 0 0 0 2 1 30 2
UC5 University Requirement (5) 2 0 0 0 2 2 90 4
34 18 1020 36
7
ELE215 Electronics & Digital Circuits 2 1 1 0 4 2 105 4
CSE344 Cyber Security 3 3 0 0 6 3 180 6
E1 Elective Course (1) 2 2 0 0 4 3 150 6
E2 Elective Course (2) 3 3 0 0 6 3 180 6
E2 Elective Course (2) 3 3 0 0 6 3 180 6
UC6 University Requirement (6) 2 0 0 0 2 2 90 4
28 16 885 32
8
CSE322 Big Data Analytics 1 3 3 0 0 6 3 180 6
CSE363 Cloud Computing 3 3 0 0 6 3 180 6
CSE374 Parallel Programming 3 2 0 0 5 3 165 6
CSE392 Field Training 2 In Computer Engineering 2 0 0 0 2 1 30 2
E1 Elective Course (1) 2 2 0 0 4 3 150 6
E2 Elective Course (2) 3 3 0 0 6 3 180 6
29 16 885 32
9
CSE445 Selected Topics in Information Security 3 3 0 0 6 3 180 6
CSE464 Internet of Things 3 3 0 0 6 3 180 6
CSE493 Graduation Project 1 2 0 0 0 2 3 120 6
E2 Elective Course (2) 3 3 0 0 6 3 180 6
UC7 University Requirement (7) 2 0 0 0 2 2 90 4
22 14 750 28
CSE446 Information & Computer Networks Security 3 3 0 0 6 3 180 6
79 Vol. 4: Study Programs MASH
Semester Code Course Name
LCT
LAB
TUT
OTH
CNTCT
CH
SWL
ECTS
10
CSE447 Selected Topics in Computer Security 3 3 0 0 6 3 180 6
CSE494 Graduation Project 2 2 0 0 0 2 3 120 6
E2 Elective Course (2) 3 3 0 0 6 3 180 6
UE3 Elective University (3) 2 0 0 0 2 2 90 4
22 14 750 28
274 165 8985 329
Elective (E1)
ELE211 Electromagnetic Fields
ELE232 Fundamentals of Communication Systems
ELE233 Control Engineering
CHE142 Engineering Chemistry
PHY328 Physics of Semiconductors & Dielectrics
MAT121 Dynamics
MAT122 Statics
MAT231 Probability & Statistics
Elective (E2)
CSE271 Introduction to Parallel Computing
CSE273 Parallel & Distributed Systems
CSE281 Image Processing
CSE311 Design of Compilers
CSE376 Real Time & Embedded Systems Design
CSE382 Computer Graphics
CSE383 Computer Vision
80 Vol. 4: Study Programs MASH
CSE425 Big Data Analytics 2
CSE448 Cyber Forensics
AIE322 Advanced Machine Learning
AIE323 Data Mining
AIE332 Deep Learning
AIE351 Robotics Design
81 Vol. 4: Study Programs MASH
6
‫برنامج‬
‫االصطناعي‬ ‫الذكاء‬ ‫هندسة‬
Artificial Intelligence Engineering Program
Program Description
–
‫البرمجيات‬ ‫بتطوير‬ ‫البرنامج‬ ‫يهتم‬
‫والتعلم‬ ‫اآللة‬ ‫تعلم‬ ‫على‬ ‫المعتمدة‬ ‫الذكية‬
‫على‬ ‫المعتمد‬ ‫العميق‬
‫تلك‬ ‫وتطبيقات‬ ،‫االصطناعية‬ ‫العصبية‬ ‫الشبكات‬
‫الهندسية‬ ‫النظم‬ ‫في‬ ‫البرمجيات‬
.
– The program considers developing smart software that depends
on machine learning and deep learning that depends on artificial
neural networks and how to apply this software in Engineering
systems.
Graduate attributes
In addition, the graduate of the Artificial Intelligence
Engineering program has all the modules of graduates of
computer Engineering programs. The graduates have the
following characteristics intensively
–
‫العميق‬ ‫والتعلم‬ ‫اآللة‬ ‫تعلم‬ ‫طرق‬ ‫تستخدم‬ ‫ذكية‬ ‫برمجيات‬ ‫تصميم‬ ‫على‬ ‫القدرة‬
– The ability to develop smart software that uses machine learning
and deep learning
82 Vol. 4: Study Programs MASH
–
‫الهندسية‬ ‫التطبيقات‬ ‫على‬ ‫الذكية‬ ‫البرمجيات‬ ‫تطبيق‬ ‫على‬ ‫القدرة‬
– The ability to apply smart software on engineering applications.
Job Opportunities
–
‫القيادة‬ ‫ذاتية‬ ‫السيارات‬ ‫تصنيع‬ ‫شركات‬
-
‫في‬ ‫العاملة‬ ‫والشركات‬ ‫المصانع‬
‫الذكية‬ ‫النظم‬
–
‫الروبوتات‬ ‫تصنيع‬ ‫شركات‬
–
‫أجزاء‬ ‫تصنيع‬ ‫شركات‬
‫الذكية‬ ‫المنازل‬
–
‫الذكية‬ ‫بالمدن‬ ‫العالقة‬ ‫ذات‬ ‫الحكومية‬ ‫والجهات‬ ‫الوزارات‬
–
‫الذكية‬ ‫الشخصية‬ ‫الصحة‬ ‫أجهزة‬ ‫تصنيع‬ ‫شركات‬
– Self-driving car manufacturers (or manufacturing companies) –
Factories and companies operating in smart systems– robot’s
manufacturers – Smart home components manufacturers –
Ministries and government agencies related to smart cities –
Manufacturers of smart personal health devices
Bench Mark
–
‫لضمان‬ ‫القومية‬ ‫الهيئة‬ ‫من‬ ‫الصادرة‬ ‫والمهارات‬ ‫المعارف‬ ‫البرنامج‬ ‫تبني‬ ‫وقد‬
( ‫واالعتماد‬ ‫التعليم‬ ‫جودة‬
NARS
‫يمكن‬ ‫والتي‬ ‫الحاسبات‬ ‫هندسة‬ ‫لخريجي‬ )
‫التالي‬ ‫الرابط‬ ‫خالل‬ ‫من‬ ‫عليها‬ ‫االطالع‬
– The program has adopted the general knowledge and skills
issued from the National authority for quality assurance and
accreditation of education (NARS) for computer science
graduate which can be found through the following link.
http://naqaae.eg/wp-content/uploads/2014/PDF/21.pdf
–
‫ال‬ ‫كليات‬ ‫للوائح‬ ‫والرجوع‬ ‫االطالع‬ ‫تم‬
‫الحاسبات‬ ‫تخصصات‬ ‫في‬ ‫هندسة‬
‫في‬
‫جامعة‬
‫ستانفورد‬
–
‫ميلون‬ ‫كارنيجي‬
–
‫شمس‬ ‫عين‬ ‫جامعة‬
.
– The bylaws of computer engineering faculties have been studied
and referenced in the following universities: Stanford University –
Carnegie Mellon University – Ain Shams University.
https://www.cs.cmu.edu/bs-in-artificial-intelligence/curriculum
83 Vol. 4: Study Programs MASH
‫برنامج‬
‫هندسة‬
‫االصطناعي‬ ‫الذكاء‬
Artificial Intelligence Engineering
Program
Study Plan
Semester Code Course Name
LCT
LAB
TUT
OTH
CNTCT
CH
SWL
ECTS
1
MEC011 Engineering Drawing (1) 1 2 2 0 5 2 135 4
CSE014 Structured Programming 3 3 0 0 6 3 180 6
PHY212 Introduction to Engineering Physics 2 2 0 0 4 3 150 6
MAT111 Mathematics I 3 1 0 0 4 3 150 6
MAT123 Mechanics 2 2 0 0 4 3 150 6
UC1 University Requirement (1) 2 0 0 0 2 2 90 4
UE1 Elective University (1) 2 0 0 0 2 2 90 4
27 18 945 36
2
CSE015 Object Oriented Programming 3 3 0 0 6 3 180 6
CSE113 Electric & Electronic Circuits 1 3 2 0 6 3 180 6
PHY211 Physics II 2 2 0 0 4 3 150 6
MAT114 Analytical Geometry & Calculus I 3 2 0 0 5 4 195 8
MAT131 Statistics 1 2 0 0 3 2 105 4
UC2 University Requirement (2) 2 0 0 0 2 2 90 4
26 17 900 34
84 Vol. 4: Study Programs MASH
Semester Code Course Name
LCT
LAB
TUT
OTH
CNTCT
CH
SWL
ECTS
3
ELE115 Electrical Circuits & Measurements 2 2 1 0 5 3 165 5
CSE111 Data Structures 3 3 0 0 6 3 180 6
CSE131 Logic Design 3 2 2 0 7 3 195 6
AIE111 Artificial Intelligence 3 3 0 0 6 3 180 6
MAT313 Differential Equations & Numerical Analysis 3 2 0 0 5 4 195 8
UC3 University Requirement (3) 2 0 0 0 2 2 90 4
31 18 1005 35
4
ELE432 Digital Signal Processing 2 1 1 0 4 3 150 6
CSE112 Design & Analysis of Algorithms 3 3 0 0 6 3 180 6
CSE132 Computer Architecture & Organization 3 2 0 0 5 3 165 6
CSE315 Discrete Mathematics 2 0 2 0 4 3 150 6
AIE121 Machine Learning 3 3 0 0 6 3 180 6
UC4 University Requirement (4) 2 0 0 0 2 2 90 4
27 17 915 34
5
CSE233 Operating Systems 3 2 0 0 5 3 165 6
CSE261 Computer Networks 3 2 0 0 5 3 165 6
CSE281 Image Processing 3 3 0 0 6 3 180 6
AIE231 Neural Networks 3 3 0 0 6 3 180 6
AIE241 Natural Language Processing 3 3 0 0 6 3 180 6
UE2 Elective University (2) 2 0 0 0 2 2 90 4
30 17 960 34
6
CSE221 Database Systems 3 3 0 0 6 3 180 6
CSE272 Embedded Systems 3 3 0 0 6 3 180 6
CSE383 Computer Vision 3 3 0 0 6 3 180 6
AIE212 Knowledge-Based Systems 3 3 0 0 6 3 180 6
85 Vol. 4: Study Programs MASH
Semester Code Course Name
LCT
LAB
TUT
OTH
CNTCT
CH
SWL
ECTS
AIE213 Optimization Techniques 3 0 3 0 6 3 180 6
AIE291 Field Training 1 In AI Engineering 2 0 0 0 2 1 30 2
UC5 University Requirement (5) 2 0 0 0 2 2 90 4
34 18 1020 36
7
ELE215 Electronics & Digital Circuits 2 1 1 0 4 2 105 4
AIE314 AI-Based Programming 3 3 0 0 6 3 180 6
AIE322 Advanced Machine Learning 3 3 0 0 6 3 180 6
E1 Elective Course (1) 2 2 0 0 4 3 150 6
E2 Elective Course (2) 3 3 0 0 6 3 180 6
UC6 University Requirement (6) 2 0 0 0 2 2 90 4
28 16 885 32
8
AIE323 Data Mining 3 3 0 0 6 3 180 6
AIE332 Deep Learning 3 3 0 0 6 3 180 6
AIE351 Robotics Design 3 3 0 0 6 3 180 6
AIE392 Field Training 2 In AI Engineering 2 0 0 0 2 1 30 2
E1 Elective Course (1) 2 2 0 0 4 3 150 6
E2 Elective Course (2) 3 3 0 0 6 3 180 6
30 16 900 32
9
AIE425 Intelligent Recommender Systems 3 3 0 0 6 3 180 6
AIE493 Graduation Project 1 2 0 0 0 2 3 120 6
E2 Elective Course (2) 3 3 0 0 6 3 180 6
E2 Elective Course (2) 3 3 0 0 6 3 180 6
UC7 University Requirement (7) 2 0 0 0 2 2 90 4
22 14 750 28
AIE424 Intelligent Decision Support Systems 3 3 0 0 6 3 180 6
86 Vol. 4: Study Programs MASH
Semester Code Course Name
LCT
LAB
TUT
OTH
CNTCT
CH
SWL
ECTS
10
AIE494 Graduation Project 2 2 0 0 0 2 3 120 6
E2 Elective Course (2) 3 3 0 0 6 3 180 6
E2 Elective Course (2) 3 3 0 0 6 3 180 6
UE3 Elective University (3) 2 0 0 0 2 2 90 4
22 14 750 28
277 165 9030 329
Elective (E1)
ELE211 Electromagnetic Fields
ELE232 Fundamentals of Communication Systems
ELE233 Control Engineering
CHE142 Engineering Chemistry
PHY328 Physics of Semiconductors & Dielectrics
MAT121 Dynamics
MAT122 Statics
MAT231 Probability & Statistics
Elective (E2)
CSE273 Parallel & Distributed Systems
CSE322 Big Data Analytics 1
CSE363 Cloud Computing
CSE376 Real Time & Embedded Systems Design
CSE382 Computer Graphics
CSE446 Information & Computer Networks Security
CSE464 Internet of Things
87 Vol. 4: Study Programs MASH
CSE478 High Performance Computing
CSE485 Computer Games Theory
CSE487 Mixed & Augmented Reality
CSE488 Visualization & Animation
AIE315 Computational Logic
AIE316 Evolutionary Algorithms
AIE342 Advanced Methods for Data Analysis
AIE343 Machine Learning for Text Mining
AIE417 Selected Topics in Artificial Intelligence 1
AIE418 Selected Topics in Artificial Intelligence 2
AIE426 Decision Making Under Uncertainty
AIE427 Statistical Pattern Recognition
AIE444 Question Answering Systems
AIE452 Cognitive Robotics
AIE453 Planning Techniques for Robotics
AIE454 Robot Kinematics & Dynamics
AIE455 Robot Mapping & Localization
AIE456 Human Robot Interaction
AIE457 Mobile Robot Development
88 Vol. 4: Study Programs MASH
‫احلاسبات‬ ‫علوم‬ ‫جمال‬
FIELD OF COMPUTER SCIENCE
Study Programs
89 Vol. 4: Study Programs MASH
Degree Requirements
The Program
Cr.
Hrs.
University
Requirement
Mathematic
&
Basic
Science
Computer
Science
&
Engineering
AI
Science
&
Engineering
Advanced
Specially
Requirements
Bi0-Medical
Informatics
Project
&
Training
Computer Science 127 20 25 39 6 27 0 10
AI Science 134 20 25 36 33 9 0 11
Bio-Informatics 127 20 25 30 3 0 39 10
90 Vol. 4: Study Programs MASH
7
‫برنامج‬
‫احلاسب‬ ‫علوم‬
Computer Science Program
Program Description
The program concerns of preparing specialized graduates
in Computers and Informatics fields capable of developing
software and building information systems. They can deal
with decision support systems, data science and computer
graphics. The student can choose one of the following
tracks.
Big Data Analytics
–
‫يهتم‬
‫البرنامج‬
‫قادرة‬ ‫كوادر‬ ‫بإعداد‬
‫واستخراج‬ ‫الضخمة‬ ‫البيانات‬ ‫تجهيز‬ ‫على‬
‫منها‬ ‫والمعارف‬ ‫المعلومات‬
‫و‬
‫خوادم‬ ‫على‬ ‫الضخمة‬ ‫البيانات‬ ‫معالجة‬ ‫توزيع‬
‫منها‬ ‫النتائج‬ ‫وتجميع‬ ‫متعددة‬
.
– The program is concerned in preparing graduates capable of
preparing Big Data and extract knowledge and Information from
it and distributing Big Data processing on various servers and
collect results from them.
Computer Vision
–
‫يهتم‬
‫ب‬ ‫المسار‬
‫إ‬
‫قادرة‬ ‫كوادر‬ ‫عداد‬
‫جودتها‬ ‫ورفع‬ ‫الرقمية‬ ‫الصور‬ ‫معالجة‬ ‫على‬
‫و‬
‫و‬ ‫برمجيات‬ ‫إنشاء‬
‫أ‬
‫وصيانتها‬ ‫بالحاسب‬ ‫الرؤية‬ ‫نظمه‬
‫و‬
‫التعرف‬ ‫نظم‬ ‫إنشاء‬
– The program is concerned in preparing graduates capable of
processing digital images, increase their quality, building
computer vision software and systems and maintaining them, and
91 Vol. 4: Study Programs MASH
‫المختلط‬ ‫والواقع‬ ‫التفاعلية‬ ‫المتعددة‬ ‫الوسائط‬ ‫بأنظمة‬ ‫ودمجها‬ ‫األنماط‬ ‫على‬
‫والمعزز‬
.
building pattern recognition systems, and embed them with
interactive multimedia systems along with mixed and augmented
reality.
Software Engineering
–
‫البرنامج‬ ‫يهتم‬
‫قادرة‬ ‫كوادر‬ ‫بتخريج‬
‫على‬
‫إ‬
‫وأنظمة‬ ‫المعلومات‬ ‫أنظمة‬ ‫نشاء‬
‫المدمجة‬ ‫النظم‬ ‫في‬ ‫المستخدمة‬ ‫البرمجيات‬ ‫وتطوير‬ ‫القرار‬ ‫اتخاذ‬ ‫دعم‬
.‫والموزعة‬
– The program is concerned in preparing graduates capable of
building information systems and decision support systems, and
designing embedded and distributed systems.
Graduate attributes
The main outcome of the proposed program is expert
graduates in computer science specializations where the
graduates achieve standards that exceeded NARS these
graduate should be able to:
–
‫اإللمام‬
‫بالتطبيقات‬
‫قواعد‬ ‫نظم‬ ‫مثل‬ ‫الحاسب‬ ‫علوم‬ ‫مجال‬ ‫في‬ ‫المختلفة‬
‫البرمجيات‬ ‫وهندسة‬ ‫االصطناعي‬ ‫والذكاء‬ ‫التشغيل‬ ‫وأنظمة‬ ‫البيانات‬
‫الوسائط‬ ‫وأنظمة‬ ‫بالكمبيوتر‬ ‫الرؤية‬ ‫وانظمه‬ ‫الرقمية‬ ‫الصور‬ ‫ومعالجة‬
.‫وغيرها‬ ‫والمعزز‬ ‫المختلط‬ ‫والواقع‬ ‫التفاعلية‬ ‫المتعددة‬
– Familiarity with the fundamental areas of computer science such
as: databases, operating systems, artificial intelligence, software
engineering, digital image processing, computer vision systems,
interactive multimedia systems, mixed and augmented reality,
and others.
–
‫فر‬ ‫في‬ ‫وتكامل‬ ‫بكفاءة‬ ‫العمل‬
‫نفس‬ ‫في‬ ‫كانوا‬ ً‫ء‬‫سوا‬ ‫التخصصات‬ ‫متعدد‬ ‫يق‬
.)‫وغيرها‬ ،‫زراعية‬ ،‫هندسية‬ ،‫(طبية‬ ‫أخرى‬ ‫تخصصات‬ ‫في‬ ‫أو‬ ‫تخصصه‬
– Work efficiently and integrally in a multidisciplinary team whether
they are in the same specialization other specialization (medical,
engineering, agricultural, and others).
92 Vol. 4: Study Programs MASH
–
‫من‬ ‫التمكن‬
‫مجال‬ ‫مشاكل‬ ‫لحل‬ ‫والتقني‬ ‫والعلمي‬ ‫الرياضي‬ ‫األساس‬
‫هندسة‬
‫و‬
.‫الحاسب‬ ‫علوم‬
– Ability to demonstrate the knowledge of mathematical, scientific,
and technical fundamentals to solve problems in computer
Engineering and science fields.
–
‫استخدام‬
‫في‬ ‫والنظم‬ ‫البرامج‬ ‫وتصميم‬ ‫لتطوير‬ ‫وتطويعها‬ ‫المكتسبة‬ ‫العلوم‬
.‫والمجتمع‬ ‫السوق‬ ‫احتياجات‬ ‫مع‬ ‫يتالءم‬ ‫بما‬ ‫الحاسب‬ ‫علوم‬ ‫مجال‬
– Use the acquired sciences and adapt it to develop and design
software programs and systems that are suitable for the market
and environment needs.
–
.‫العمل‬ ‫في‬ ‫المشاركين‬ ‫مع‬ ‫بمهنية‬ ً‫ة‬‫وكتاب‬ ً‫ا‬‫شفهي‬ ‫التواصل‬
– Communicate professionally orally and by writing with his/her
coworkers.
–
‫التعليم‬
‫والتطور‬
.‫الجديدة‬ ‫المهارات‬ ‫واكتساب‬ ‫المستمر‬
– Learning, continuous development, and gaining new skills.
–
‫الوعي‬
‫بالجوانب‬
‫تصميم‬ ‫في‬ ً‫ا‬‫أحيان‬ ‫تحكمه‬ ‫والتي‬ ‫المحيطة‬ ‫االجتماعية‬
‫فيه‬ ‫يعمل‬ ‫الذي‬ ‫والمجتمع‬ ‫للمحيط‬ ‫المالئمة‬ ‫والخدمات‬ ‫المنتجات‬ ‫وتطوير‬
‫مجال‬ ‫إطار‬ ‫في‬
‫و‬ ‫هندسة‬
.‫الحاسب‬ ‫علوم‬
– Awareness of the surrounding social aspects that sometime rule
the graduate in designing and developing products and services
appropriate for his/her surroundings and the society in computer
Engineering and science fields.
–
‫البكالوريوس‬ ‫مرحلة‬ ‫من‬ ‫أعلى‬ ‫علمية‬ ‫درجات‬ ‫على‬ ‫الحصول‬ ‫مواصلة‬
.)‫المتميزين‬ ‫المتفوقين‬ ‫(للطلبة‬
– Ability to gain higher scientific degrees after finishing the bachelor
degree (for outstanding excellent students).
Specific attributes of Big Data Analytics track:
–
‫منها‬ ‫والمعارف‬ ‫المعلومات‬ ‫واستخراج‬ ‫الضخمة‬ ‫البيانات‬ ‫تجهيز‬ ‫على‬ ‫القدرة‬
– The ability to prepare Big Data and extract knowledge and
Information from it.
–
‫وتجميع‬ ‫متعددة‬ ‫خوادم‬ ‫على‬ ‫الضخمة‬ ‫البيانات‬ ‫معالجة‬ ‫توزيع‬ ‫على‬ ‫القدرة‬
‫منها‬ ‫النتائج‬
– The ability to distribute Big Data processing on various servers
and collect results from them.
Specific attributes Computer Vision track:
–
‫على‬ ‫القدرة‬
‫الرقمية‬ ‫الصور‬ ‫معالجة‬
‫جودتها‬ ‫ورفع‬
– The ability to process digital images and increase their quality.
–
‫القدرة‬
‫على‬
‫إ‬
‫و‬ ‫برمجيات‬ ‫نشاء‬
‫بال‬ ‫الرؤية‬ ‫انظمة‬
‫حاسب‬
‫و‬
‫صيانتها‬
– The ability to build computer vision software and systems and
maintain them.
93 Vol. 4: Study Programs MASH
–
‫ب‬ ‫ودمجها‬ ‫األنماط‬ ‫على‬ ‫التعرف‬ ‫نظم‬ ‫إنشاء‬ ‫على‬ ‫القدرة‬
‫الوسائط‬ ‫أنظمة‬
‫والمعزز‬ ‫المختلط‬ ‫والواقع‬ ‫التفاعلية‬ ‫المتعددة‬
.
– The ability to build pattern recognition systems and embed them
with interactive multimedia systems along with mixed and
augmented reality.
Specific attributes of Software Engineering track:
–
‫القرار‬ ‫اتخاذ‬ ‫دعم‬ ‫ونظم‬ ‫المعلومات‬ ‫نظم‬ ‫بناء‬ ‫على‬ ‫القدرة‬
– The ability to build information systems and decision support
systems.
–
‫المختلفة‬ ‫النظم‬ ‫في‬ ‫المستخدمة‬ ‫البرامج‬ ‫تصميم‬ ‫على‬ ‫القدرة‬
– The ability to design programs used in different kinds of systems.
–
‫وطرق‬ ‫البيانات‬ ‫لقواعد‬ ‫المختلفة‬ ‫التصميمات‬ ‫مع‬ ‫التعامل‬ ‫على‬ ‫القدرة‬
‫تخزينها‬
– The ability to deal with different designs of databases and how to
store them.
Job Opportunities
–
‫المعلومات‬ ‫تكنولوجيا‬ ‫في‬ ‫العاملة‬ ‫الدولية‬ ‫الشركات‬
–
‫البرمجة‬ ‫شركات‬
–
‫والخاصة‬ ‫الحكومية‬ ‫بالجهات‬ ‫المعلومات‬ ‫تكنولوجيا‬ ‫إدارات‬
–
‫شركات‬
‫الناشئة‬ ‫الرقمي‬ ‫التحول‬
.
– International companies working in Information Technology –
Programming companies – Information technology departments’
in environmental and institutional agencies – digital
transformation company’s startups.
Bench Mark
–
‫البرنامج‬ ‫تبني‬ ‫وقد‬
‫لضمان‬ ‫القومية‬ ‫الهيئة‬ ‫من‬ ‫الصادرة‬ ‫والمهارات‬ ‫المعارف‬
( ‫واالعتماد‬ ‫التعليم‬ ‫جودة‬
NARS
‫والتي‬ ‫والمعلومات‬ ‫الحاسبات‬ ‫لخريجي‬ )
‫التالي‬ ‫الرابط‬ ‫خالل‬ ‫من‬ ‫عليها‬ ‫االطالع‬ ‫يمكن‬
– The program has adopted the general knowledge and skills
issued from the National authority for quality assurance and
accreditation of education (NARS) for computer science graduate
which can be found through the following link.
94 Vol. 4: Study Programs MASH
http://naqaae.eg/wp-content/uploads/2014/PDF/26.pdf
–
‫تم‬
‫جامعة‬ ‫في‬ ‫الحاسبات‬ ‫كليات‬ ‫للوائح‬ ‫والرجوع‬ ‫االطالع‬
‫ستانفورد‬
.
– The bylaws of computer science faculties have been studied and
referenced in the following universities: Stanford University.
https://www.cs.cmu.edu/bs-in-artificial-intelligence/curriculum
–
‫للحوسبة‬ ‫المرجعية‬ ‫المعايير‬
– Computer Reference Standard
https://www.abet.org/accreditation/accreditation-criteria/criteria-for-accrediting-computing-programs-2018-2019/
95 Vol. 4: Study Programs MASH
‫برنامج‬
‫احل‬ ‫علوم‬
‫اسب‬
Computer Science Program
I
.
I. Big Data Analytics
Study Plan
Semester Code Course Name
LCT
LAB
TUT
OTH
CNTCT
CH
SWL
ECTS
1
CSE014 Structured Programming 3 3 0 0 6 3 180 6
PHY211 Physics II 2 2 0 0 4 3 150 6
MAT114 Analytical Geometry & Calculus I 3 2 0 0 5 4 195 8
UC1 University Requirement (1) 2 0 0 0 2 2 90 4
UE1 Elective University (1) 2 0 0 0 2 2 90 4
19 14 705 28
2
CSE015 Object Oriented Programming 3 3 0 0 6 3 180 6
CSE113 Electric & Electronic Circuits 1 3 2 0 6 3 180 6
MAT131 Statistics 1 2 0 0 3 2 105 4
MAT313 Differential Equations & Numerical Analysis 3 2 0 0 5 4 195 8
UC2 University Requirement (2) 2 0 0 0 2 2 90 4
22 14 750 28
3
CSE111 Data Structures 3 3 0 0 6 3 180 6
CSE131 Logic Design 3 2 2 0 7 3 195 6
CSE191 Field Training 1 In Computer Science 2 0 0 0 2 2 60 4
96 Vol. 4: Study Programs MASH
Semester Code Course Name
LCT
LAB
TUT
OTH
CNTCT
CH
SWL
ECTS
MAT112 Mathematics II 2 2 0 0 4 3 150 6
MAT231 Probability & Statistics 2 2 0 0 4 3 150 6
UC3 University Requirement (3) 2 0 0 0 2 2 90 4
UE2 Elective University (2) 2 0 0 0 2 2 90 4
27 18 915 36
4
CSE112 Design & Analysis of Algorithms 3 3 0 0 6 3 180 6
CSE132 Computer Architecture & Organization 3 2 0 0 5 3 165 6
CSE221 Database Systems 3 3 0 0 6 3 180 6
CSE251 Software Engineering 3 3 0 0 6 3 180 6
CSE315 Discrete Mathematics 2 0 2 0 4 3 150 6
UC4 University Requirement (4) 2 0 0 0 2 2 90 4
29 17 945 34
5
CSE211 Web Programming 3 2 0 0 5 3 165 6
CSE233 Operating Systems 3 2 0 0 5 3 165 6
CSE261 Computer Networks 3 2 0 0 5 3 165 6
CSE271 Introduction to Parallel Computing 3 3 0 0 6 3 180 6
AIE111 Artificial Intelligence 3 3 0 0 6 3 180 6
UC5 University Requirement (5) 2 0 0 0 2 2 90 4
29 17 945 34
6
CSE212 Theory of Computation & Compilers 3 3 0 0 6 3 180 6
CSE292 Field Training 2 Computer Science 2 0 0 0 2 2 60 4
CSE322 Big Data Analytics 1 3 3 0 0 6 3 180 6
CSE352 Systems Analysis & Design 3 2 0 0 5 3 165 6
AIE121 Machine Learning 3 3 0 0 6 3 180 6
UC6 University Requirement (6) 2 0 0 0 2 2 90 4
97 Vol. 4: Study Programs MASH
Semester Code Course Name
LCT
LAB
TUT
OTH
CNTCT
CH
SWL
ECTS
UE3 Elective University (3) 2 0 0 0 2 2 90 4
29 18 945 36
7
CSE427 Selected Topics in Big Data 3 3 0 0 6 3 180 6
CSE493 Graduation Project 1 2 0 0 0 2 3 120 6
AIE323 Data Mining 3 3 0 0 6 3 180 6
E1 Elective Course (1) 3 2 2 0 7 3 195 6
UC7 University Requirement (7) 2 0 0 0 2 2 90 4
23 14 765 28
8
CSE363 Cloud Computing 3 3 0 0 6 3 180 6
CSE494 Graduation Project 2 2 0 0 0 2 3 120 6
AIE342 Advanced Methods for Data Analysis 3 3 0 0 6 3 180 6
E1 Elective Course (1) 3 2 2 0 7 3 195 6
E1 Elective Course (1) 3 2 2 0 7 3 195 6
28 15 870 30
206 127 6840 254
Elective (E1)
ELE432 Digital Signal Processing
CSE272 Embedded Systems
CSE273 Parallel & Distributed Systems
CSE281 Image Processing
CSE312 Advanced Web Programming
CSE313 Android Development
CSE314 IOS Development
CSE323 Advanced Database Systems
98 Vol. 4: Study Programs MASH
CSE363 Cloud Computing
CSE374 Parallel Programming
CSE383 Computer Vision
CSE424 Data Warehousing
CSE425 Big Data Analytics 2
CSE426 Selected Topics in Data Science
CSE446 Information & Computer Networks Security
CSE454 Advanced Software Engineering'
CSE464 Internet of Things
CSE475 Distributed Information Systems
CSE478 High Performance Computing
CSE484 Interactive Multimedia
AIE231 Neural Networks
AIE241 Natural Language Processing
AIE314 AI-Based Programming
AIE322 Advanced Machine Learning
AIE332 Deep Learning
AIE343 Machine Learning for Text Mining
AIE424 Intelligent Decision Support Systems
AIE425 Intelligent Recommender Systems
BMD311 Introduction to Bioinformatics
BMD312 Clinical Informatics
99 Vol. 4: Study Programs MASH
‫برنامج‬
‫احلاسب‬ ‫علوم‬
Computer Science Program
II
.
II.Computer Vision
Study Plan
Semester Code Course Name
LCT
LAB
TUT
OTH
CNTCT
CH
SWL
ECTS
1
CSE014 Structured Programming 3 3 0 0 6 3 180 6
PHY211 Physics II 2 2 0 0 4 3 150 6
MAT114 Analytical Geometry & Calculus I 3 2 0 0 5 4 195 8
UC1 University Requirement (1) 2 0 0 0 2 2 90 4
UE1 Elective University (1) 2 0 0 0 2 2 90 4
19 14 705 28
2
CSE015 Object Oriented Programming 3 3 0 0 6 3 180 6
CSE113 Electric & Electronic Circuits 1 3 2 0 6 3 180 6
MAT131 Statistics 1 2 0 0 3 2 105 4
MAT313 Differential Equations & Numerical Analysis 3 2 0 0 5 4 195 8
UC2 University Requirement (2) 2 0 0 0 2 2 90 4
22 14 750 28
3
CSE111 Data Structures 3 3 0 0 6 3 180 6
CSE131 Logic Design 3 2 2 0 7 3 195 6
CSE191 Field Training 1 In Computer Science 2 0 0 0 2 2 60 4
100 Vol. 4: Study Programs MASH
Semester Code Course Name
LCT
LAB
TUT
OTH
CNTCT
CH
SWL
ECTS
MAT112 Mathematics II 2 2 0 0 4 3 150 6
MAT231 Probability & Statistics 2 2 0 0 4 3 150 6
UC3 University Requirement (3) 2 0 0 0 2 2 90 4
UE2 Elective University (2) 2 0 0 0 2 2 90 4
27 18 915 36
4
CSE112 Design & Analysis of Algorithms 3 3 0 0 6 3 180 6
CSE132 Computer Architecture & Organization 3 2 0 0 5 3 165 6
CSE221 Database Systems 3 3 0 0 6 3 180 6
CSE251 Software Engineering 3 3 0 0 6 3 180 6
CSE315 Discrete Mathematics 2 0 2 0 4 3 150 6
UC4 University Requirement (4) 2 0 0 0 2 2 90 4
29 17 945 34
5
CSE211 Web Programming 3 2 0 0 5 3 165 6
CSE233 Operating Systems 3 2 0 0 5 3 165 6
CSE261 Computer Networks 3 2 0 0 5 3 165 6
CSE281 Image Processing 3 3 0 0 6 3 180 6
AIE111 Artificial Intelligence 3 3 0 0 6 3 180 6
UC5 University Requirement (5) 2 0 0 0 2 2 90 4
29 17 945 34
6
CSE212 Theory of Computation & Compilers 3 3 0 0 6 3 180 6
CSE292 Field Training 2 Computer Science 2 0 0 0 2 2 60 4
CSE352 Systems Analysis & Design 3 2 0 0 5 3 165 6
CSE382 Computer Graphics 3 3 0 0 6 3 180 6
AIE121 Machine Learning 3 3 0 0 6 3 180 6
UC6 University Requirement (6) 2 0 0 0 2 2 90 4
101 Vol. 4: Study Programs MASH
Semester Code Course Name
LCT
LAB
TUT
OTH
CNTCT
CH
SWL
ECTS
UE3 Elective University (3) 2 0 0 0 2 2 90 4
29 18 945 36
7
CSE484 Interactive Multimedia 3 2 0 0 5 3 165 6
CSE493 Graduation Project 1 2 0 0 0 2 3 120 6
E1 Elective Course (1) 3 2 2 0 7 3 195 6
E1 Elective Course (1) 3 2 2 0 7 3 195 6
UC7 University Requirement (7) 2 0 0 0 2 2 90 4
23 14 765 28
8
CSE363 Cloud Computing 3 3 0 0 6 3 180 6
CSE383 Computer Vision 3 3 0 0 6 3 180 6
CSE494 Graduation Project 2 2 0 0 0 2 3 120 6
AIE323 Data Mining 3 3 0 0 6 3 180 6
E1 Elective Course (1) 3 2 2 0 7 3 195 6
27 15 855 30
205 127 6825 254
Elective (E1)
ELE432 Digital Signal Processing
CSE272 Embedded Systems
CSE273 Parallel & Distributed Systems
CSE322 Big Data Analytics 1
CSE344 Cyber Security
CSE363 Cloud Computing
CSE446 Information & Computer Networks Security
CSE464 Internet of Things
102 Vol. 4: Study Programs MASH
CSE475 Distributed Information Systems
CSE478 High Performance Computing
CSE485 Computer Games Theory
CSE486 Selected Topics in Computer Vision
CSE487 Mixed & Augmented Reality
CSE488 Visualization & Animation
AIE231 Neural Networks
AIE241 Natural Language Processing
AIE314 AI-Based Programming
AIE322 Advanced Machine Learning
AIE332 Deep Learning
AIE342 Advanced Methods for Data Analysis
AIE343 Machine Learning for Text Mining
BMD431 Medical Image Informatics
103 Vol. 4: Study Programs MASH
‫برنامج‬
‫احلاسب‬ ‫علوم‬
Computer Science Program
III
.
III. Software Engineering
Study Plan
Semester Code Course Name
LCT
LAB
TUT
OTH
CNTCT
CH
SWL
ECTS
1
CSE014 Structured Programming 3 3 0 0 6 3 180 6
PHY211 Physics II 2 2 0 0 4 3 150 6
MAT114 Analytical Geometry & Calculus I 3 2 0 0 5 4 195 8
UC1 University Requirement (1) 2 0 0 0 2 2 90 4
UE1 Elective University (1) 2 0 0 0 2 2 90 4
19 14 705 28
2
CSE015 Object Oriented Programming 3 3 0 0 6 3 180 6
CSE113 Electric & Electronic Circuits 1 3 2 0 6 3 180 6
MAT131 Statistics 1 2 0 0 3 2 105 4
MAT313 Differential Equations & Numerical Analysis 3 2 0 0 5 4 195 8
UC2 University Requirement (2) 2 0 0 0 2 2 90 4
22 14 750 28
3
CSE111 Data Structures 3 3 0 0 6 3 180 6
CSE131 Logic Design 3 2 2 0 7 3 195 6
CSE191 Field Training 1 In Computer Science 2 0 0 0 2 2 60 4
104 Vol. 4: Study Programs MASH
Semester Code Course Name
LCT
LAB
TUT
OTH
CNTCT
CH
SWL
ECTS
MAT112 Mathematics II 2 2 0 0 4 3 150 6
MAT231 Probability & Statistics 2 2 0 0 4 3 150 6
UC3 University Requirement (3) 2 0 0 0 2 2 90 4
UE2 Elective University (2) 2 0 0 0 2 2 90 4
27 18 915 36
4
CSE112 Design & Analysis of Algorithms 3 3 0 0 6 3 180 6
CSE132 Computer Architecture & Organization 3 2 0 0 5 3 165 6
CSE221 Database Systems 3 3 0 0 6 3 180 6
CSE251 Software Engineering 3 3 0 0 6 3 180 6
CSE315 Discrete Mathematics 2 0 2 0 4 3 150 6
UC4 University Requirement (4) 2 0 0 0 2 2 90 4
29 17 945 34
5
CSE211 Web Programming 3 2 0 0 5 3 165 6
CSE233 Operating Systems 3 2 0 0 5 3 165 6
CSE241 Security of Information Systems 3 2 0 0 5 3 165 6
CSE261 Computer Networks 3 2 0 0 5 3 165 6
AIE111 Artificial Intelligence 3 3 0 0 6 3 180 6
UC5 University Requirement (5) 2 0 0 0 2 2 90 4
28 17 930 34
6
CSE212 Theory of Computation & Compilers 3 3 0 0 6 3 180 6
CSE292 Field Training 2 Computer Science 2 0 0 0 2 2 60 4
CSE323 Advanced Database Systems 3 3 0 0 6 3 180 6
CSE352 Systems Analysis & Design 3 2 0 0 5 3 165 6
AIE121 Machine Learning 3 3 0 0 6 3 180 6
UC6 University Requirement (6) 2 0 0 0 2 2 90 4
105 Vol. 4: Study Programs MASH
Semester Code Course Name
LCT
LAB
TUT
OTH
CNTCT
CH
SWL
ECTS
UE3 Elective University (3) 2 0 0 0 2 2 90 4
29 18 945 36
7
CSE454 Advanced Software Engineering' 3 3 0 0 6 3 180 6
CSE475 Distributed Information Systems 3 3 0 0 6 3 180 6
CSE493 Graduation Project 1 2 0 0 0 2 3 120 6
E1 Elective Course (1) 3 2 2 0 7 3 195 6
UC7 University Requirement (7) 2 0 0 0 2 2 90 4
23 14 765 28
8
CSE363 Cloud Computing 3 3 0 0 6 3 180 6
CSE494 Graduation Project 2 2 0 0 0 2 3 120 6
AIE323 Data Mining 3 3 0 0 6 3 180 6
E1 Elective Course (1) 3 2 2 0 7 3 195 6
E1 Elective Course (1) 3 2 2 0 7 3 195 6
28 15 870 30
205 127 6825 254
Elective (E1)
ELE432 Digital Signal Processing
CSE271 Introduction to Parallel Computing
CSE272 Embedded Systems
CSE281 Image Processing
CSE312 Advanced Web Programming
CSE313 Android Development
CSE314 IOS Development
CSE322 Big Data Analytics 1
106 Vol. 4: Study Programs MASH
CSE344 Cyber Security
CSE363 Cloud Computing
CSE424 Data Warehousing
CSE426 Selected Topics in Data Science
CSE453 Building Information Systems
CSE455 Selected Topics in Software Engineering
CSE464 Internet of Things
CSE478 High Performance Computing
AIE231 Neural Networks
AIE241 Natural Language Processing
AIE314 AI-Based Programming
AIE322 Advanced Machine Learning
AIE332 Deep Learning
AIE342 Advanced Methods for Data Analysis
AIE343 Machine Learning for Text Mining
AIE424 Intelligent Decision Support Systems
AIE425 Intelligent Recommender Systems
BMD311 Introduction to Bioinformatics
BMD312 Clinical Informatics
BMD452 Biomedical Text Processing
107 Vol. 4: Study Programs MASH
8
‫برنامج‬
‫علوم‬
‫االصطناعي‬ ‫الذكاء‬
Artificial Intelligence Science Program
Program Description
–
‫البرنامج‬ ‫يمنح‬
‫المعرفة‬
‫والمهارات‬
‫العميقة‬
‫المطلوبة‬
‫لتحويل‬
‫كميات‬
‫كبيرة‬
‫من‬
‫البيانات‬
‫إلى‬
‫قرارات‬
‫قابلة‬
‫للتنفيذ‬
.
‫يركز‬
‫البرنامج‬
‫ومناهجه‬
‫على‬
‫كيفية‬
‫استخدام‬
‫المدخالت‬
‫المعقدة‬
‫مثل‬
‫الرؤية‬
‫واللغة‬
‫وقواعد‬
‫البيانات‬
‫الضخمة‬
‫في‬
‫اتخاذ‬
‫القرارات‬
‫أو‬
‫تعزيز‬
‫القدرات‬
‫البشرية‬
.
– The program grants the deep knowledge and skills needed to
transform big amounts of data into executable decisions. The
program focuses on how to use complex inputs like vision,
languages, and big databases in decision-making and enhance
human power.
Graduate attributes
In addition, the graduate of the Artificial Intelligence
Science program has all the modules of graduates of
computer science programs. The graduates have the
following characteristics intensively.
–
.‫الذكي‬ ‫العميل‬ ‫وأنظمة‬ ‫برمجيات‬ ‫إنشاء‬ ‫على‬ ‫القدرة‬
– The ability to build software and intelligent agent systems.
108 Vol. 4: Study Programs MASH
–
.‫وبرمجتهما‬ ‫الطبيعية‬ ‫اللغات‬ ‫على‬ ‫التعرف‬ ‫أنظمة‬ ‫على‬ ‫القدرة‬
– The ability to recognize natural language systems and their
implementation.
–
.‫أدائها‬ ‫وقياس‬ ‫وبرمجتها‬ ‫اآللة‬ ‫تعلم‬ ‫أنظمة‬ ‫إنشاء‬ ‫على‬ ‫القدرة‬
– The ability to build machine-learning systems, implement them,
and measure their performance.
Job Opportunities
–
‫الطبيعية‬ ‫اللغات‬ ‫معالجة‬ ‫في‬ ‫العاملة‬ ‫الدولية‬ ‫الشركات‬
–
‫البرمجة‬ ‫شركات‬
‫الذكية‬
–
‫الذكية‬ ‫المنازل‬ ‫منتجات‬ ‫تصنيع‬ ‫شركات‬
–
‫الرقمي‬ ‫التحول‬ ‫شركات‬
.‫الناشئة‬
– International companies working in natural languages processing
– Smart programming companies – Smart home components
manufacturers – digital transformation companies’ startups
Bench Mark
–
‫لضمان‬ ‫القومية‬ ‫الهيئة‬ ‫من‬ ‫الصادرة‬ ‫والمهارات‬ ‫المعارف‬ ‫البرنامج‬ ‫تبني‬ ‫وقد‬
( ‫واالعتماد‬ ‫التعليم‬ ‫جودة‬
NARS
‫والتي‬ ‫والمعلومات‬ ‫الحاسبات‬ ‫لخريجي‬ )
‫التالي‬ ‫الرابط‬ ‫خالل‬ ‫من‬ ‫عليها‬ ‫االطالع‬ ‫يمكن‬
– The program has adopted the general knowledge and skills
issued from the National authority for quality assurance and
accreditation of education (NARS) for computer science
graduate which can be found through the following link.
http://naqaae.eg/wp-content/uploads/2014/PDF/26.pdf
–
‫جامعة‬ ‫في‬ ‫الحاسبات‬ ‫كليات‬ ‫للوائح‬ ‫والرجوع‬ ‫االطالع‬ ‫تم‬
‫ستانفورد‬
–
‫ميلون‬ ‫كارنيجي‬
-
‫النيل‬ ‫جامعة‬
–
.
– The bylaws of computer science faculties have been studied and
referenced in the following universities: Stanford University –
Carnegie Mellon University – Nile University.
https://www.cs.cmu.edu/bs-in-artificial-intelligence/curriculum
109 Vol. 4: Study Programs MASH
–
‫للحوسبة‬ ‫المرجعية‬ ‫المعايير‬
– Computer Reference Standard
https://www.abet.org/accreditation/accreditation-criteria/criteria-for-accrediting-computing-programs-2018-2019/
110 Vol. 4: Study Programs MASH
‫برنامج‬
‫علوم‬
‫االصطناعي‬ ‫الذكاء‬
Artificial Intelligence Science
Program
Study Plan
Semester Code Course Name
LCT
LAB
TUT
OTH
CNTCT
CH
SWL
ECTS
1
CSE014 Structured Programming 3 3 0 0 6 3 180 6
PHY211 Physics II 2 2 0 0 4 3 150 6
MAT114 Analytical Geometry & Calculus I 3 2 0 0 5 4 195 8
UC1 University Requirement (1) 2 0 0 0 2 2 90 4
UE1 Elective University (1) 2 0 0 0 2 2 90 4
UE2 Elective University (2) 2 0 0 0 2 2 90 4
21 16 795 32
2
CSE015 Object Oriented Programming 3 3 0 0 6 3 180 6
CSE113 Electric & Electronic Circuits 1 3 2 0 6 3 180 6
MAT131 Statistics 1 2 0 0 3 2 105 4
MAT313 Differential Equations & Numerical Analysis 3 2 0 0 5 4 195 8
UC2 University Requirement (2) 2 0 0 0 2 2 90 4
UC3 University Requirement (3) 2 0 0 0 2 2 90 4
24 16 840 32
3
CSE111 Data Structures 3 3 0 0 6 3 180 6
CSE131 Logic Design 3 2 2 0 7 3 195 6
111 Vol. 4: Study Programs MASH
Semester Code Course Name
LCT
LAB
TUT
OTH
CNTCT
CH
SWL
ECTS
AIE111 Artificial Intelligence 3 3 0 0 6 3 180 6
AIE191 Field Training 1 In AI Science 2 0 0 0 2 2 60 4
MAT112 Mathematics II 2 2 0 0 4 3 150 6
MAT231 Probability & Statistics 2 2 0 0 4 3 150 6
UC4 University Requirement (4) 2 0 0 0 2 2 90 4
31 19 1005 38
4
CSE112 Design & Analysis of Algorithms 3 3 0 0 6 3 180 6
CSE132 Computer Architecture & Organization 3 2 0 0 5 3 165 6
CSE221 Database Systems 3 3 0 0 6 3 180 6
CSE251 Software Engineering 3 3 0 0 6 3 180 6
CSE315 Discrete Mathematics 2 0 2 0 4 3 150 6
AIE121 Machine Learning 3 3 0 0 6 3 180 6
33 18 1035 36
5
CSE233 Operating Systems 3 2 0 0 5 3 165 6
CSE261 Computer Networks 3 2 0 0 5 3 165 6
CSE281 Image Processing 3 3 0 0 6 3 180 6
AIE241 Natural Language Processing 3 3 0 0 6 3 180 6
AIE323 Data Mining 3 3 0 0 6 3 180 6
UE3 Elective University (3) 2 0 0 0 2 2 90 4
30 17 960 34
6
AIE212 Knowledge-Based Systems 3 3 0 0 6 3 180 6
AIE213 Optimization Techniques 3 0 3 0 6 3 180 6
AIE231 Neural Networks 3 3 0 0 6 3 180 6
AIE292 Field Training 2 In AI Science 2 0 0 0 2 3 90 6
AIE343 Machine Learning for Text Mining 3 3 0 0 6 3 180 6
112 Vol. 4: Study Programs MASH
Semester Code Course Name
LCT
LAB
TUT
OTH
CNTCT
CH
SWL
ECTS
E1 Elective Course (1) 3 3 0 0 6 3 180 6
UC5 University Requirement (5) 2 0 0 0 2 2 90 4
34 20 1080 40
7
AIE322 Advanced Machine Learning 3 3 0 0 6 3 180 6
AIE425 Intelligent Recommender Systems 3 3 0 0 6 3 180 6
AIE493 Graduation Project 1 2 0 0 0 2 3 120 6
E1 Elective Course (1) 3 3 0 0 6 3 180 6
UC6 University Requirement (6) 2 0 0 0 2 2 90 4
22 14 750 28
8
CSE363 Cloud Computing 3 3 0 0 6 3 180 6
AIE424 Intelligent Decision Support Systems 3 3 0 0 6 3 180 6
AIE494 Graduation Project 2 2 0 0 0 2 3 120 6
E1 Elective Course (1) 3 3 0 0 6 3 180 6
UC7 University Requirement (7) 2 0 0 0 2 2 90 4
22 14 750 28
217 134 7215 262
Elective (E1)
ELE432 Digital Signal Processing
CSE212 Theory of Computation & Compilers
CSE272 Embedded Systems
CSE322 Big Data Analytics 1
CSE382 Computer Graphics
CSE383 Computer Vision
CSE464 Internet of Things
113 Vol. 4: Study Programs MASH
CSE478 High Performance Computing
CSE485 Computer Games Theory
CSE487 Mixed & Augmented Reality
CSE488 Visualization & Animation
AIE314 AI-Based Programming
AIE315 Computational Logic
AIE316 Evolutionary Algorithms
AIE332 Deep Learning
AIE342 Advanced Methods for Data Analysis
AIE351 Robotics Design
AIE417 Selected Topics in Artificial Intelligence 1
AIE418 Selected Topics in Artificial Intelligence 2
AIE426 Decision Making Under Uncertainty
AIE427 Statistical Pattern Recognition
AIE444 Question Answering Systems
AIE457 Mobile Robot Development
114 Vol. 4: Study Programs MASH
9
‫برنامج‬
‫احليوية‬ ‫الطبية‬ ‫املعلوماتية‬
Biomedical Informatics Program
Program Description
–
‫وقياسات‬ ‫بيانات‬ ‫على‬ ‫المعتمدة‬ ‫المعلوماتية‬ ‫النظم‬ ‫بتطوير‬ ‫البرنامج‬ ‫يهتم‬
‫والتعرف‬ ‫البيانات‬ ‫تلك‬ ‫وتحليل‬ ،‫مغناطيسي‬ ‫ورنين‬ ‫أشعة‬ ‫وصور‬ ‫طبية‬
.‫عليها‬
– The program focuses on developing Informatics systems that
depend on medical data and measurements, Radiology images,
and magnetic resonance. Then, recognize and analyze these
data.
Graduate attributes
In addition, the graduate of the Biomedical Informatics
program has all the modules of graduates of computer
Science programs. The graduates have the following
characteristics intensively
–
‫على‬ ‫القدرة‬
‫طبية‬ ‫وقياسات‬ ‫بيانات‬ ‫على‬ ‫المعتمدة‬ ‫المعلوماتية‬ ‫النظم‬ ‫تطوير‬
– The ability to develop informatics systems that depend on
medical data and measurements.
115 Vol. 4: Study Programs MASH
–
‫القدرة‬
‫الطبية‬ ‫األشعة‬ ‫صور‬ ‫تدمج‬ ‫برمجيات‬ ‫انشاء‬ ‫على‬
‫والرنين‬
‫منها‬ ‫الصادرة‬ ‫البيانات‬ ‫بتحليل‬ ‫وتقوم‬ ‫الطبية‬ ‫والقياسات‬ ،‫المغناطيسي‬
– The ability to build software that embed radiology photos,
magnetic resonance, and medical measurements; to analyze the
data outcome from them
Job Opportunities
–
‫الطبية‬ ‫النظم‬ ‫في‬ ‫العاملة‬ ‫الشركات‬
–
‫في‬ ‫المعلومات‬ ‫تكنولوجيا‬ ‫إدارات‬
‫الصحي‬ ‫التامين‬ ‫شركات‬
.
– Companies working in medical systems – Information technology
department in health care companies.
Bench Mark
–
‫كلي‬ ‫للوائح‬ ‫والرجوع‬ ‫االطالع‬ ‫تم‬
‫الحاسبات‬ ‫ات‬
‫برنامج‬ ‫تقدم‬ ‫التي‬
‫المعلوماتية‬
‫الحيوية‬ ‫الطبية‬
‫في‬
‫ستانفورد‬ ‫جامعة‬
-
‫جامعة‬
‫النيل‬
– The bylaws of computer science faculties that offer Biomedical
Informatics program in Stanford University - Nile University.
116 Vol. 4: Study Programs MASH
‫برنامج‬
‫احليوية‬ ‫الطبية‬ ‫املعلوماتية‬
Biomedical Informatics Program
Study Plan
Semester Code Course Name
LCT
LAB
TUT
OTH
CNTCT
CH
SWL
ECTS
1
CSE014 Structured Programming 3 3 0 0 6 3 180 6
PHY261 Biophysics 2 2 0 0 4 3 150 6
MAT114 Analytical Geometry & Calculus I 3 2 0 0 5 4 195 8
UC1 University Requirement (1) 2 0 0 0 2 2 90 4
UE1 Elective University (1) 2 0 0 0 2 2 90 4
19 14 705 28
2
CSE015 Object Oriented Programming 3 3 0 0 6 3 180 6
BIO241 Biology II 2 2 0 0 4 3 150 6
MAT131 Statistics 1 2 0 0 3 2 105 4
MAT313 Differential Equations & Numerical Analysis 3 2 0 0 5 4 195 8
UC2 University Requirement (2) 2 0 0 0 2 2 90 4
20 14 720 28
3
CSE111 Data Structures 3 3 0 0 6 3 180 6
CSE131 Logic Design 3 2 2 0 7 3 195 6
BMD191 Field Training 1 In Biomedical Informatics 2 0 0 0 2 2 60 4
BIO322 Basic Biochemistry 2 3 0 0 5 3 165 6
MAT112 Mathematics II 2 2 0 0 4 3 150 6
UC3 University Requirement (3) 2 0 0 0 2 2 90 4
117 Vol. 4: Study Programs MASH
Semester Code Course Name
LCT
LAB
TUT
OTH
CNTCT
CH
SWL
ECTS
UE2 Elective University (2) 2 0 0 0 2 2 90 4
28 18 930 36
4
CSE112 Design & Analysis of Algorithms 3 3 0 0 6 3 180 6
CSE221 Database Systems 3 3 0 0 6 3 180 6
CSE251 Software Engineering 3 3 0 0 6 3 180 6
CSE315 Discrete Mathematics 2 0 2 0 4 3 150 6
BMD241 Human Physiology 3 2 2 0 7 3 195 6
UC4 University Requirement (4) 2 0 0 0 2 2 90 4
31 17 975 34
5
CSE261 Computer Networks 3 2 0 0 5 3 165 6
CSE281 Image Processing 3 3 0 0 6 3 180 6
AIE111 Artificial Intelligence 3 3 0 0 6 3 180 6
BMD311 Introduction to Bioinformatics 3 2 2 0 7 3 195 6
BMD351 Biomedical Data Acquisition 3 2 2 0 7 3 195 6
UC5 University Requirement (5) 2 0 0 0 2 2 90 4
33 17 1005 34
6
CSE352 Systems Analysis & Design 3 2 0 0 5 3 165 6
BMD292 Field Training 2 In Biomedical Informatics 2 0 0 0 2 2 60 4
BMD312 Clinical Informatics 3 2 2 0 7 3 195 6
BMD361 Biomedical Statistics 3 2 2 0 7 3 195 6
E1 Elective Course (1) 2 2 0 0 4 3 150 6
UC6 University Requirement (6) 2 0 0 0 2 2 90 4
UE3 Elective University (3) 2 0 0 0 2 2 90 4
29 18 945 36
BMD421 Biomedical Information Systems 3 2 2 0 7 3 195 6
118 Vol. 4: Study Programs MASH
Semester Code Course Name
LCT
LAB
TUT
OTH
CNTCT
CH
SWL
ECTS
7
BMD431 Medical Image Informatics 3 2 2 0 7 3 195 6
BMD493 Graduation Project 1 0 0 0 0 0 3 90 6
E1 Elective Course (1) 2 2 0 0 4 3 150 6
UC7 University Requirement (7) 2 0 0 0 2 2 90 4
20 14 720 28
8
BMD413 Structural Bioinformatics 3 2 2 0 7 3 195 6
BMD494 Graduation Project 2 0 0 0 0 0 3 90 6
E1 Elective Course (1) 2 2 0 0 4 3 150 6
E1 Elective Course (1) 2 2 0 0 4 3 150 6
E1 Elective Course (1) 2 2 0 0 4 3 150 6
19 15 735 30
199 127 6735 254
Elective (E1)
ELE113 Electrical Drawing
ELE432 Digital Signal Processing
CSE132 Computer Architecture & Organization
CSE211 Web Programming
CSE212 Theory of Computation & Compilers
CSE233 Operating Systems
CSE241 Security of Information Systems
CSE272 Embedded Systems
CSE273 Parallel & Distributed Systems
CSE322 Big Data Analytics 1
CSE363 Cloud Computing

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S vol 4 46-120

  • 1. 44 Vol. 4: Study Programs MASH Semester Code Course Name LCT LAB TUT OTH CNTCT CH SWL ECTS 7 MEC342 Additive manufacturing 1 2 1 2 0 5 3 165 4 ELE381 Power Electronics & Motor Drives 2 2 1 0 5 3 165 6 CSE014 Structured Programming 3 3 0 0 6 3 180 6 E1 Elective Course (1) 2 2 2 0 6 3 180 6 UE1 Elective University (1) 2 0 0 0 2 2 90 4 29 17 945 32 8 MEC314 Mechanical System Design 3 1 1 0 5 3 165 6 MEC341 Measurement & Instrumentation 1 3 0 0 4 2 120 4 MEC372 Sensors & Measurement Systems 2 1 1 0 4 2 120 4 MEC375 Advanced Automatic Control 3 1 1 0 5 3 165 6 MEC391 Industrial Project 1 6 0 0 7 3 195 6 MEC472 Mechatronic Systems Design 2 4 0 0 6 3 180 6 UE2 Elective University (2) 2 0 0 0 2 2 90 4 33 18 1035 36 9 MEC471 Microcontroller & Embedded Systems 3 1 1 0 5 3 165 5 MEC473 Design of Autonomous systems 3 1 1 0 5 3 165 6 MEC491 Graduation project 1 1 6 0 0 7 3 195 6 E2 Elective Course (2) 3 3 0 0 6 3 180 6 E2 Elective Course (2) 3 3 0 0 6 3 180 6 E2 Elective Course (2) 3 3 0 0 6 3 180 6 35 18 1065 35 10 MEC492 Graduation project 2 1 6 0 0 7 3 195 6 E2 Elective Course (2) 3 3 0 0 6 3 180 6 E2 Elective Course (2) 3 3 0 0 6 3 180 6 UC6 University Requirement (6) 2 0 0 0 2 2 90 4
  • 2. 45 Vol. 4: Study Programs MASH Semester Code Course Name LCT LAB TUT OTH CNTCT CH SWL ECTS UC7 University Requirement (7) 2 0 0 0 2 2 90 4 UE3 Elective University (3) 2 0 0 0 2 2 90 4 25 15 825 30 266 165 8940 327 Elective(E1) MEC235 Nanotechnology basics & health risk MEC242 Computerized Numerical Control Machine: Tools & Cad Cam systems MEC255 Energy Resources Elective(E2) MEC363 System Psychology & Biomechanics MEC381 Gait Analysis & Locomotion MEC428 Industrial Communication & Network Systems MEC429 Industrial automated assembly mechanisms MEC441 Computer Integrated Manufacturing MEC474 Modeling & Simulation of Mechatronics systems MEC481 Rehabilitation of Robots ELE432 Digital Signal Processing ELE433 Biomedical Engineering CSE464 Internet of Things
  • 3. 46 Vol. 4: Study Programs MASH 4 ‫برنامج‬ ‫املياه‬ ‫هندسة‬ ‫والبيئة‬ Water & Environmental Engineering Program Program Description – ‫برنامج‬ ‫الهندسة‬ ‫في‬ ‫ومعالجتهما‬ ‫والري‬ ‫الشرب‬ ‫مياه‬ ‫لتوفير‬ ‫المدنية‬ ‫الصرف‬ ‫مياه‬ ‫معالجة‬ ‫وتقنيات‬ ‫الصحي‬ ‫الصرف‬ ‫شبكات‬ ‫وكذلك‬ ‫النفايات‬ ‫وإدارة‬ ‫البيئي‬ ‫األثر‬ ‫تقييم‬ ‫االعتبار‬ ‫في‬ ‫أخذا‬ ‫الصحي‬ ‫وأخيرا‬ ‫والسامة‬ ‫الصلبة‬ ‫مستدامة‬ ‫بطريقة‬ ‫المشكالت‬ ‫حل‬ . – A program in civil engineering in which providing drinking and irrigation water and its treatment is studied in addition to sewage networks and wastewater treatment technologies, taking into account environmental impact assessment, solid and toxic waste management, and finally solving problems in a sustainable manner. Advantages of the Program – ‫البرنامج‬ ‫هذا‬ ‫خريج‬ ‫أصبح‬ ‫البيئية‬ ‫األخطار‬ ‫زيادة‬ ‫و‬ ‫المياه‬ ‫ندرة‬ ‫مع‬ ‫بشدة‬ ‫مطلوبة‬ ‫عملة‬ – With water scarcity and increasing environmental risks, the graduate of this program has become a highly needed currency
  • 4. 47 Vol. 4: Study Programs MASH Graduate attributes – .‫بالمياه‬ ‫المتعلقة‬ ‫خاصة‬ ‫ومشكالتها‬ ‫بالبيئة‬ ‫المتعلقة‬ ‫المفاهيم‬ ‫استيعاب‬ – Understand concepts related to the environment and its problems related to water. – .‫بها‬ ‫المؤثرات‬ ‫وتصنيف‬ ‫وعرضها‬ ‫البيئية‬ ‫المشكلة‬ ‫تصوير‬ – Photography of the environmental problem and its presentation and classification of influences. – ‫مب‬ ‫تطبيق‬ ‫البيئة‬ ‫نوعية‬ ‫لتحسين‬ ‫الهندسة‬ ‫ادئ‬ . – Apply engineering principles to improve the quality of the environment. – .‫البيئية‬ ‫للمشكالت‬ ‫هندسية‬ ‫حلول‬ ‫تطوير‬ – Develop engineering solutions for environmental problems. – ،‫والتربة‬ ،‫والماء‬ ،‫الهواء‬ ‫ذلك‬ ‫في‬ ‫بما‬ ،‫البيئية‬ ‫االستدامة‬ ‫جوانب‬ ‫جميع‬ ‫تعزيز‬ ‫عن‬ ‫الناجمة‬ ‫المخاطر‬ ‫من‬ ‫التخفيف‬ ‫مثل‬ ،‫البيئية‬ ‫القضايا‬ ‫من‬ ‫وغيرها‬ ‫عو‬ ‫م‬ْ‫ه‬َ‫ف‬‫و‬ ‫د‬ْ‫ص‬َ‫ر‬ ‫طالبنا‬ ‫على‬ ‫يجب‬ ،‫ذلك‬ ‫إلى‬ ‫وإضافة‬ .‫الطبيعية‬ ‫األخطار‬ ‫اقب‬ ‫األخالقية‬ ‫اآلثار‬ ‫االعتبار‬ ‫بعين‬ ‫األخذ‬ ‫مع‬ ،‫البيئة‬ ‫على‬ ‫البشرية‬ ‫األنشطة‬ .‫حة‬َ‫المقتر‬ ‫الحلول‬ ‫على‬ ‫المترتبة‬ – Promote all aspects of environmental sustainability, including air, water, soil and other environmental issues, such as mitigation of natural hazards, and monitor and understand the consequences of human activities on the environment, taking into account the ethical implications of the proposed solutions. – ‫لتحقيق‬ ‫البشرية‬ ‫القدرات‬ ‫وبناء‬ ‫الشخصية‬ ‫المهارات‬ ‫وتطوير‬ ‫المعرفة‬ ‫تكامل‬ .‫مستدامة‬ ‫وبيئية‬ ‫مائية‬ ‫موارد‬ – Integrate knowledge, develop personal skills and build human resources to achieve sustainable water and environmental resources.
  • 5. 48 Vol. 4: Study Programs MASH Learning Outcomes – ‫وهياكل‬ ‫التحتية‬ ‫والبنى‬ ‫المباني‬ ‫لبناء‬ ‫والمستدامة‬ ‫المناسبة‬ ‫التقنيات‬ ‫اختيار‬ ‫من‬ ‫االختبار‬ ‫أو‬ / ‫الفيزيائية‬ ‫القياسات‬ ‫أو‬ ‫العددية‬ ‫التقنيات‬ ‫باستخدام‬ ‫المياه؛‬ ‫التحليل‬ :‫وتقنياتها‬ ‫المدنية‬ ‫الهندسة‬ ‫مفاهيم‬ ‫من‬ ‫كاملة‬ ‫مجموعة‬ ‫تطبيق‬ ‫خالل‬ ‫وقوة‬ ‫خواص‬ ،‫اإلنشائية‬ ‫والميكانيكا‬ ،‫المواد‬ ‫والمسح‬ ،‫التربة‬ ‫وميكانيكا‬ ، ‫الموائع‬ ‫وميكانيكا‬ . – Selection of appropriate and sustainable techniques for building buildings, infrastructure and water structures; using numerical techniques, physical measurements or testing by applying a full set of civil engineering concepts and techniques: structural analysis and mechanics, material properties and strength, surveying, soil mechanics and fluid mechanics. – ‫والمؤسسات‬ ،‫والصلب‬ ‫المسلحة‬ ‫الخرسانة‬ ‫لهياكل‬ ‫األمثل‬ ‫التصميم‬ ‫تحقيق‬ ،‫والمرور‬ ‫والنقل‬ ،‫باألرض‬ ‫االحتفاظ‬ ‫وهياكل‬ ،‫والمطارات‬ ‫والطرق‬ ‫والمرافئ؛‬ ‫المياه‬ ‫وموارد‬ ،‫والري‬ ،‫الصحية‬ ‫واألعمال‬ ،‫الحديدية‬ ‫والسكك‬ ‫باالنضباط‬ ‫متعلق‬ ‫آخر‬ ‫ناشئ‬ ‫مجال‬ ‫وأي‬ . – Optimize the design of reinforced concrete and steel structures, foundations and structures of land retention, transport and traffic, roads and airports, railways, health works, irrigation, water resources and harbors; and any other discipline-related area. – ‫االستقرار‬ ‫وعدم‬ ‫البناء‬ ‫عيوب‬ ‫ومعالجة‬ ‫البناء؛‬ ‫عمليات‬ ‫وإدارة‬ ‫تخطيط‬ ‫والمواد‬ ‫البناء‬ ‫في‬ ‫السالمة‬ ‫تدابير‬ ‫على‬ ‫والحفاظ‬ .‫والجودة‬ . – Planning and management of construction operations; and addressing the defects of construction, instability and quality. And to maintain safety measures in construction and materials. – ‫على‬ ‫التأمين‬ ‫ذلك‬ ‫في‬ ‫بما‬ ‫المالية‬ ‫والقضايا‬ ‫والعقود‬ ‫العطاءات‬ ‫مع‬ ‫التعامل‬ ‫المشاريع‬ ‫والضمانا‬ ‫ت؛‬ ‫المدنية‬ ‫الهندسة‬ ‫لمشاريع‬ ‫البيئية‬ ‫اآلثار‬ ‫وتقييم‬ . – Dealing with tenders, contracts and financial issues including project insurance and guarantees; and environmental impact assessment for civil engineering projects. – ‫حلول‬ ‫لتطوير‬ ‫والكيمياء‬ ‫والبيولوجيا‬ ‫التربة‬ ‫وعلوم‬ ‫الهندسة‬ ‫مبادئ‬ ‫استخدم‬ ‫النفايات‬ ‫من‬ ‫والتخلص‬ ‫التدوير‬ ‫إعادة‬ ‫تحسين‬ ‫على‬ ‫والعمل‬ .‫البيئية‬ ‫للمشاكل‬ ‫الصحة‬ ‫ومراعاة‬ ‫القضايا‬ ‫تناول‬ .‫والهواء‬ ‫المياه‬ ‫تلوث‬ ‫ومكافحة‬ ‫العامة‬ ‫واال‬ ،‫المناخ‬ ‫وتغير‬ ،‫المأمونة‬ ‫غير‬ ‫الشرب‬ ‫مياه‬ ‫مثل‬ ،‫العالمية‬ ‫البيئية‬ ‫ستدامة‬ . – Use the principles of engineering, soil science, biology and chemistry to develop solutions to environmental problems. Improving recycling, waste disposal, public health and combating water and air pollution. Address global issues, such as unsafe drinking water, climate change and environmental sustainability.
  • 6. 49 Vol. 4: Study Programs MASH Work Areas – ‫العمل‬ ‫في‬ ‫مياه‬ ‫تنقية‬ ‫محطات‬ – Working in water purification stations – ‫العمل‬ ‫في‬ ‫البحر‬ ‫مياه‬ ‫تحلية‬ ‫مشروعات‬ – Working in desalination projects – ‫كمستشار‬ ‫العمل‬ ‫البيئي‬ ‫األثر‬ ‫لتقييم‬ – Working as consultant of environmental impact assessment Bench Mark – ‫ألمانيا‬ /‫هانوفر‬ ‫جامعة‬ – https://www.fbg.uni-hannover.de/fileadmin/fbg/Studium/Bauingenieurwesen/
  • 7. 50 Vol. 4: Study Programs MASH ‫برنامج‬ ‫املياه‬ ‫هندسة‬ ‫والبيئة‬ Water & Environmental Engineering Program Study Plan Semester Code Course Name LCT LAB TUT OTH CNTCT CH SWL ECTS 1 MEC011 Engineering Drawing (1) 1 2 2 0 5 2 135 4 PHY111 Physics I 2 2 0 0 4 3 150 6 MAT111 Mathematics I 3 1 0 0 4 3 150 6 MAT122 Statics 2 2 0 0 4 3 150 6 UC1 University Requirement (1) 2 0 0 0 2 2 90 4 UC2 University Requirement (2) 2 0 0 0 2 2 90 4 UC3 University Requirement (3) 2 0 0 0 2 2 90 4 23 17 855 34 2 MEC012 Engineering Drawing (2) 1 2 2 0 5 2 135 4 MEC041 Production Engineering 2 2 0 0 4 2 120 4 CHE142 Engineering Chemistry 2 2 0 0 4 3 150 6 PHY321 Solid state physics 2 2 0 0 4 3 150 6 MAT112 Mathematics II 2 2 0 0 4 3 150 6 MAT121 Dynamics 2 2 0 0 4 3 150 6 25 16 855 32 MEC151 Thermal Energy 2 0 2 0 4 3 150 6
  • 8. 51 Vol. 4: Study Programs MASH Semester Code Course Name LCT LAB TUT OTH CNTCT CH SWL ECTS 3 CIV111 Structural Mechanics 2 0 2 0 4 3 150 6 PHY211 Physics II 2 2 0 0 4 3 150 6 MAT211 Mathematics III 2 2 0 0 4 3 150 6 UC4 University Requirement (4) 2 0 0 0 2 2 90 4 UC5 University Requirement (5) 2 0 0 0 2 2 90 4 20 16 780 32 4 CIV112 Strength of Materials 2 1 2 0 5 3 165 6 CIV113 Structural Analysis 2 0 2 0 4 3 150 6 CIV114 Civil Engineering Drawing 3 2 0 0 5 3 165 6 CIV131 Surveying (1) 2 2 2 0 6 3 180 6 CIV211 Concrete Structures Design (1) 3 1 0 0 4 3 150 6 CIV212 Steel Structures Design (1) 2 0 2 0 4 3 150 6 28 18 960 36 5 CIV213 Concrete Technology (1) 2 1 2 0 5 3 165 6 CIV215 Foundation Design (1) 3 1 1 0 5 3 165 6 CIV216 Computer Aided Structural Design 3 0 1 0 4 3 150 6 CIV221 Infrastructure Network Planning 2 0 2 0 4 3 150 6 CIV231 Surveying (2) 2 2 2 0 6 3 180 6 CIV232 Soil Mechanics (1) 2 1 2 0 5 3 165 6 29 18 975 36 6 CIV214 Concrete Technology (2) 2 1 2 0 5 3 165 6 CIV217 Finite Element Method 3 0 1 0 4 3 150 6 CIV222 Fluid Mechanics for Civil Engineers 3 1 2 0 6 4 210 8 CIV261 Introduction to Transportation & Traffic Engineering 2 0 2 0 4 3 150 6
  • 9. 52 Vol. 4: Study Programs MASH Semester Code Course Name LCT LAB TUT OTH CNTCT CH SWL ECTS CIV271 Computer Applications in Geotechnical Engineering 3 0 1 0 4 3 150 6 23 16 825 32 7 CIV312 Steel Structures Design (2) 2 0 2 0 4 3 150 6 CIV325 Applied Hydrology 2 2 0 0 4 2 120 4 CIV341 Cost Estimation & Project Control 3 0 1 0 4 3 150 6 CIV371 Computer Applications in Geotechnical Engineering 2 0 1 0 3 2 105 4 E1 Elective Course (1) 2 0 2 0 4 3 150 6 UE1 Elective University (1) 2 0 0 0 2 2 90 4 21 15 765 30 CIV311 Concrete Structures Design (2) 3 1 0 0 4 3 150 6 8 CIV322 Principles of Water Resources Engineering 2 2 0 0 4 2 120 4 CIV324 Hydraulic Structures 3 2 0 0 5 3 165 6 CIV391 Field Project 1 6 0 0 7 3 195 6 E1 Elective Course (1) 2 0 2 0 4 3 150 6 UE2 Elective University (2) 2 0 0 0 2 2 90 4 26 16 870 32 9 CIV444 Cost Estimation & Project Control 3 0 1 0 4 3 150 6 CIV454 Sustainable development 3 1 1 0 5 3 165 6 CIV455 Control of industrial pollution 3 1 1 0 5 3 165 6 CIV491 Graduation project 1 1 6 0 0 7 3 195 6 E2 Elective Course (2) 3 1 1 0 5 3 165 6 E2 Elective Course (2) 3 1 1 0 5 3 165 6 31 18 1005 36
  • 10. 53 Vol. 4: Study Programs MASH Semester Code Course Name LCT LAB TUT OTH CNTCT CH SWL ECTS 10 CIV492 Graduation project 2 1 6 0 0 7 3 195 6 E2 Elective Course (2) 3 1 1 0 5 3 165 6 E2 Elective Course (2) 3 1 1 0 5 3 165 6 UC6 University Requirement (6) 2 0 0 0 2 2 90 4 UC7 University Requirement (7) 2 0 0 0 2 2 90 4 UE3 Elective University (3) 2 0 0 0 2 2 90 4 23 15 795 30 249 165 8685 330 Elective(E1) MEC121 Manufacturing Technology CIV312 Steel Structures Design (2) Elective(E2) CIV411 Earthquake Engineering CIV412 Computer Aided Structural Design CIV431 Problematic Soil & Rock Mechanics CIV441 Management of Project Resources CIV442 Risk & Safety Management CIV443 Insulation Works CIV445 Advanced Composite Materials
  • 11. 54 Vol. 4: Study Programs MASH ‫احلاسبات‬ ‫هندسة‬ ‫جمال‬ FIELD OF COMPUTER ENGINEERING Study Programs
  • 12. 55 Vol. 4: Study Programs MASH Degree Requirements The Program Cr. Hrs. University Requirement Mathematic & Basic Science Computer Science & Engineering AI Science & Engineering Advanced Specially Requirements Bi0-Medical Informatics Project & Training Computer Engineering 165 20 39 44 9 45 0 8 AI Engineering 165 20 39 41 39 18 0 8
  • 13. 56 Vol. 4: Study Programs MASH 5 ‫برنامج‬ ‫احلاسب‬ ‫هندسة‬ Computer Engineering Program Program Description – ‫البرنامج‬ ‫يهتم‬ ‫على‬ ‫قادر‬ ،‫الحاسبات‬ ‫هندسة‬ ‫في‬ ‫متخصص‬ ‫مهندس‬ ‫بتخريج‬ ‫و‬ ‫البرمجيات‬ ‫تطوير‬ ‫ضمان‬ ‫و‬ ،‫جودتها‬ ‫مع‬ ‫التعامل‬ ،‫السحابية‬ ‫الحوسبة‬ ‫والحوسبة‬ ‫المتنقلة‬ ، .‫وأمنها‬ ‫المعلومات‬ ‫وشبكات‬ ،‫المدمجة‬ ‫واألنظمة‬ ‫ويمكن‬ ‫التالية‬ ‫المسارات‬ ‫أحد‬ ‫اختيار‬ ‫للطالب‬ : – The program concerns of qualifying an Engineering graduate specialized in Computer Engineering, capable of developing software and ensuring its quality. He can deal with cloud computing, mobile computing, embedded systems, and information networks and their security. The student can choose one of the following tracks: Embedded Systems – ‫يهتم‬ ‫وكذلك‬ ‫المدمجة‬ ‫النظم‬ ‫تصميم‬ ‫في‬ ‫متخصصة‬ ‫كوادر‬ ‫بإعداد‬ ‫المسار‬ ‫البيانات‬ ‫وتحليل‬ ،‫باإلنترنت‬ ‫واتصالها‬ ‫مكوناتها‬ ‫بتوزيع‬ ‫المتسم‬ ‫النظم‬ .‫النظم‬ ‫تلك‬ ‫من‬ ‫المستخرجة‬ ‫الضخمة‬ – The program is concerned in preparing graduates specialized in designing embedded and distributed systems that are connected to the internet, in addition to analyzing the big data extracted from these systems. Cloud Computing – ‫يهتم‬ ‫علي‬ ‫المبنية‬ ‫النظم‬ ‫تصميم‬ ‫في‬ ‫متخصصة‬ ‫كوادر‬ ‫بإعداد‬ ‫المسار‬ ‫الحوسبة‬ ‫السحابية‬ ‫المصاحبة‬ ‫الضخمة‬ ‫البيانات‬ ‫توزيع‬ ‫مع‬ ‫التعامل‬ ‫وكيفية‬ .‫لها‬ – The track is concerned in preparing graduates capable of designing cloud-based systems and how to deal with distribution of big data associated with these systems.
  • 14. 57 Vol. 4: Study Programs MASH High Performance Computing – ‫يهتم‬ ‫الحاسبات‬ ‫برمجة‬ ‫في‬ ‫متخصصة‬ ‫كوادر‬ ‫بإعداد‬ ‫المسار‬ ‫المتوازية‬ ‫الموزعة‬ ‫الضخمة‬ ‫البيانات‬ ‫مع‬ ‫التعامل‬ ‫وكيفية‬ ‫الموزعة‬ ‫النظم‬ ‫تصميم‬ .‫وتحليلها‬ – The track is concerned in preparing graduates capable of designing distributed systems and how to deal with distributed big data and analyzing them. Cyber Security – ‫قادرة‬ ‫كوادر‬ ‫بإعداد‬ ‫المسار‬ ‫يهتم‬ ‫على‬ ‫والشبكات‬ ‫الحاسب‬ ‫أنظمة‬ ‫تامين‬ ‫و‬ ‫بنقل‬ ‫المرتبطة‬ ‫والمخاطر‬ ‫المعلومات‬ ‫تقنية‬ ‫أمن‬ ‫نماذج‬ ‫مختلف‬ ‫بين‬ ‫التفريق‬ ‫وتخزينها‬ ‫المعلومات‬ . ‫وقادرة‬ ‫تصميم‬ ‫في‬ ‫األساليب‬ ‫أحدث‬ ‫استخدام‬ ‫على‬ ‫واكتشاف‬ ‫آمنة‬ ‫أنظمة‬ ‫وتطوير‬ ‫وطرق‬ ‫األمنية‬ ‫الثغرات‬ ‫عالجها‬ . – The track is concerned in preparing graduates capable of securing computer systems and networks and distinguish between different models of information technology security and the risks complemented the transfer of information and its storage. They will be capable of designing and developing secure systems, and discovering security vulnerability and how to fix them. Graduate attributes The main outcome of the proposed program is expert graduates in computer science specializations where the graduates achieve standards that exceeded NARS these graduate should be able to: – ‫االستدالل‬ ‫و‬ ‫االستقرائي‬ ‫األحداث‬ ‫حول‬ ‫واالستنتاجات‬ ‫العامة‬ ‫القواعد‬ ‫تحديد‬ ‫صلة‬ ‫ذات‬ ‫غير‬ ‫تبدو‬ ‫التي‬ . – Demonstrating inductive reasoning abilities, figuring general rules and conclusions about seemingly unrelated events – ‫الال‬ ‫واألدوات‬ ‫والمهارات‬ ‫الحالية‬ ‫المتقدمة‬ ‫التقنيات‬ ‫استخدام‬ ‫لممارسات‬ ‫زمة‬ ‫على‬ ‫المعتمدة‬ ‫األنظمة‬ ‫وتنفيذ‬ ‫وتصميم‬ ‫لتحديد‬ ‫الحوسبة‬ .‫الكمبيوتر‬ – Using current advanced techniques, skills, and tools necessary for computing practices to specify, design, and implement computer-based systems.
  • 15. 58 Vol. 4: Study Programs MASH – ‫الخاصة‬ ‫المعلومات‬ ‫متطلبات‬ ‫على‬ ‫تعرف‬ ‫على‬ ‫المختلفة‬ ‫األعمال‬ ‫بأنشطة‬ .‫القرار‬ ‫صنع‬ ‫ومستويات‬ ‫التشغيلي‬ ‫المستويين‬ – Recognizing the information requirements of various business activities on both operational and decision making levels. – .‫النظام‬ ‫تحليل‬ ‫وتقنيات‬ ‫أدوات‬ ‫باستخدام‬ ‫األعمال‬ ‫مشاكل‬ ‫معالجة‬ – Tackling business problems using system analysis tools and techniques. – ‫االستخدام‬ ‫مجاالت‬ ‫مختلف‬ ‫في‬ ‫الكمبيوتر‬ ‫بأنظمة‬ ‫المتعلقة‬ ‫المشاريع‬ ‫إدارة‬ . – Managing projects related to computer systems in diverse fields of applications. – ‫نظام‬ ‫تطوير‬ ‫حياة‬ ‫دورة‬ ‫مراحل‬ ‫تنفيذ‬ ،‫األجهزة‬ ‫وتركيب‬ ‫وشراء‬ ،‫الكمبيوتر‬ .‫النظام‬ ‫وعمليات‬ ‫البيانات‬ ‫ومعالجة‬ ،‫البرمجيات‬ ‫وتصميم‬ – Implementing phases of the computer system development life cycle, procurement and installation of hardware, software design, data manipulation and system operations. Specific graduate attributes embedded systems track: – ‫المدمجة‬ ‫النظم‬ ‫تصميم‬ ‫على‬ ‫القدرة‬ – The ability to design embedded systems. – ‫باإلنترنت‬ ‫المتصلة‬ ‫الموزعة‬ ‫النظم‬ ‫تصميم‬ ‫على‬ ‫القدرة‬ – The ability to design distributed systems connected to the internet. – ‫القدرة‬ ‫المتصلة‬ ‫النظم‬ ‫من‬ ‫المستخرجة‬ ‫الضخمة‬ ‫البيانات‬ ‫تحليل‬ ‫على‬ ‫باإلنترنت‬ – The ability to analyze big data from systems connected to the internet Specific graduate attributes Cloud Computing track: – ‫الحوسبة‬ ‫على‬ ‫المبنية‬ ‫النظم‬ ‫تصميم‬ ‫على‬ ‫القدرة‬ – ‫الحوسبة‬ ‫علي‬ ‫المبنية‬ ‫بالنظم‬ ‫المتصلة‬ ‫الضخمة‬ ‫البيانات‬ ‫توزيع‬ ‫على‬ ‫القدرة‬ – The ability to design cloud-based systems. – The ability to distribute the big data associated with cloud-based systems Specific graduate attributes High Performance Computing track: – ‫الموزعة‬ ‫النظم‬ ‫تصميم‬ ‫على‬ ‫القدرة‬ – The ability to design distributed systems. – ‫المتوازية‬ ‫الحاسبات‬ ‫برمجة‬ ‫على‬ ‫القدرة‬ – The ability to perform parallel programming.
  • 16. 59 Vol. 4: Study Programs MASH – ‫الموزعة‬ ‫للنظم‬ ‫المصاحبة‬ ‫الضخمة‬ ‫البيانات‬ ‫تحليل‬ ‫علي‬ ‫القدرة‬ . – The ability to distribute the big data associated with distributed systems. Specific graduate attributes of Cyber Security track: – ‫والمخاطر‬ ‫المعلومات‬ ‫تقنية‬ ‫أمن‬ ‫نماذج‬ ‫مختلف‬ ‫بين‬ ‫التفريق‬ ‫على‬ ‫القدرة‬ ‫وتخزينها‬ ‫المعلومات‬ ‫بنقل‬ ‫المرتبطة‬ . – The ability to distinguish between different models of information technology security and the risks complemented the transfer of information and its storage. – ‫تصميم‬ ‫في‬ ‫األساليب‬ ‫أحدث‬ ‫استخدام‬ ‫على‬ ‫القدرة‬ .‫آمنة‬ ‫أنظمة‬ ‫وتطوير‬ – The ability to use the recent techniques in designing and developing secure systems. – ‫من‬ ‫والمعلومات‬ ‫الحاسب‬ ‫شبكات‬ ‫لحماية‬ ‫حلول‬ ‫تطوير‬ ‫على‬ ‫القدرة‬ ‫والخارجي‬ ‫الداخلي‬ ‫النطاقين‬ ‫على‬ ‫واالختراقات‬ ‫التهديدات‬ . – The ability to develop solutions to protect computer networks and information from threats and hacking on internal and external bands. Job Opportunities – ‫البرمجيات‬ ‫في‬ ‫العاملة‬ ‫الدولية‬ ‫الشركات‬ – ‫الحاسب‬ ‫أجزاء‬ ‫تصنيع‬ ‫شركات‬ – ‫الناشئة‬ ‫الرقمي‬ ‫التحول‬ ‫شركات‬ – International companies working in software – Computer components manufacturing companies – digital transformation companies’ startups. Bench Mark – ‫لضمان‬ ‫القومية‬ ‫الهيئة‬ ‫من‬ ‫الصادرة‬ ‫والمهارات‬ ‫المعارف‬ ‫البرنامج‬ ‫تبني‬ ‫وقد‬ ( ‫واالعتماد‬ ‫التعليم‬ ‫جودة‬ NARS ‫يمكن‬ ‫والتي‬ ‫الحاسبات‬ ‫هندسة‬ ‫لخريجي‬ ) ‫الرابط‬ ‫خالل‬ ‫من‬ ‫عليها‬ ‫االطالع‬ ‫التالي‬ : – The program has adopted the general knowledge and skills issued from the National authority for quality assurance and accreditation of education (NARS) for computer science graduate which can be found through the following link.
  • 17. 60 Vol. 4: Study Programs MASH http://naqaae.eg/wp-content/uploads/2014/PDF/21.pdf – ‫ال‬ ‫كليات‬ ‫للوائح‬ ‫والرجوع‬ ‫االطالع‬ ‫تم‬ ‫الحاسبات‬ ‫تخصصات‬ ‫في‬ ‫هندسة‬ ‫في‬ ‫جامعة‬ ‫ستانفورد‬ – .‫ميلون‬ ‫كارنيجي‬ – The bylaws of computer engineering faculties have been studied and referenced in the following universities: Stanford University – Carnegie Mellon University – Ain Shams University. https://www.cs.cmu.edu/bs-in-artificial-intelligence/curriculum
  • 18. 61 Vol. 4: Study Programs MASH ‫برنامج‬ ‫احلاسب‬ ‫هندسة‬ Computer Engineering Program I . I. Embedded Systems Study Plan Semester Code Course Name LCT LAB TUT OTH CNTCT CH SWL ECTS 1 MEC011 Engineering Drawing (1) 1 2 2 0 5 2 135 4 CSE014 Structured Programming 3 3 0 0 6 3 180 6 PHY212 Introduction to Engineering Physics 2 2 0 0 4 3 150 6 MAT111 Mathematics I 3 1 0 0 4 3 150 6 MAT123 Mechanics 2 2 0 0 4 3 150 6 UC1 University Requirement (1) 2 0 0 0 2 2 90 4 UE1 Elective University (1) 2 0 0 0 2 2 90 4 27 18 945 36 2 CSE015 Object Oriented Programming 3 3 0 0 6 3 180 6 CSE113 Electric & Electronic Circuits 1 3 2 0 6 3 180 6 PHY211 Physics II 2 2 0 0 4 3 150 6 MAT114 Analytical Geometry & Calculus I 3 2 0 0 5 4 195 8 MAT131 Statistics 1 2 0 0 3 2 105 4 UC2 University Requirement (2) 2 0 0 0 2 2 90 4
  • 19. 62 Vol. 4: Study Programs MASH Semester Code Course Name LCT LAB TUT OTH CNTCT CH SWL ECTS 26 17 900 34 3 ELE115 Electrical Circuits & Measurements 2 2 1 0 5 3 165 5 CSE111 Data Structures 3 3 0 0 6 3 180 6 CSE131 Logic Design 3 2 2 0 7 3 195 6 AIE111 Artificial Intelligence 3 3 0 0 6 3 180 6 MAT313 Differential Equations & Numerical Analysis 3 2 0 0 5 4 195 8 UC3 University Requirement (3) 2 0 0 0 2 2 90 4 31 18 1005 35 4 ELE432 Digital Signal Processing 2 1 1 0 4 3 150 6 CSE112 Design & Analysis of Algorithms 3 3 0 0 6 3 180 6 CSE132 Computer Architecture & Organization 3 2 0 0 5 3 165 6 CSE315 Discrete Mathematics 2 0 2 0 4 3 150 6 AIE121 Machine Learning 3 3 0 0 6 3 180 6 UC4 University Requirement (4) 2 0 0 0 2 2 90 4 27 17 915 34 5 CSE211 Web Programming 3 2 0 0 5 3 165 6 CSE233 Operating Systems 3 2 0 0 5 3 165 6 CSE261 Computer Networks 3 2 0 0 5 3 165 6 CSE281 Image Processing 3 3 0 0 6 3 180 6 AIE231 Neural Networks 3 3 0 0 6 3 180 6 UE2 Elective University (2) 2 0 0 0 2 2 90 4 29 17 945 34 6 CSE221 Database Systems 3 3 0 0 6 3 180 6 CSE242 Cryptography 3 3 0 0 6 3 180 6 CSE251 Software Engineering 3 3 0 0 6 3 180 6
  • 20. 63 Vol. 4: Study Programs MASH Semester Code Course Name LCT LAB TUT OTH CNTCT CH SWL ECTS CSE272 Embedded Systems 3 3 0 0 6 3 180 6 CSE273 Parallel & Distributed Systems 2 1 1 0 4 3 150 6 CSE291 Field Training 1 In Computer Engineering 2 0 0 0 2 1 30 2 UC5 University Requirement (5) 2 0 0 0 2 2 90 4 32 18 990 36 7 ELE215 Electronics & Digital Circuits 2 1 1 0 4 2 105 4 CSE344 Cyber Security 3 3 0 0 6 3 180 6 CSE376 Real Time & Embedded Systems Design 3 2 1 0 6 3 180 6 E1 Elective Course (1) 2 2 0 0 4 3 150 6 E2 Elective Course (2) 3 3 0 0 6 3 180 6 UC6 University Requirement (6) 2 0 0 0 2 2 90 4 28 16 885 32 8 CSE322 Big Data Analytics 1 3 3 0 0 6 3 180 6 CSE363 Cloud Computing 3 3 0 0 6 3 180 6 CSE392 Field Training 2 In Computer Engineering 2 0 0 0 2 1 30 2 E1 Elective Course (1) 2 2 0 0 4 3 150 6 E2 Elective Course (2) 3 3 0 0 6 3 180 6 E2 Elective Course (2) 3 3 0 0 6 3 180 6 30 16 900 32 9 CSE464 Internet of Things 3 3 0 0 6 3 180 6 CSE477 Selected Topics in Embedded Systems 3 3 0 0 6 3 180 6 CSE493 Graduation Project 1 2 0 0 0 2 3 120 6 E2 Elective Course (2) 3 3 0 0 6 3 180 6 UC7 University Requirement (7) 2 0 0 0 2 2 90 4 22 14 750 28
  • 21. 64 Vol. 4: Study Programs MASH Semester Code Course Name LCT LAB TUT OTH CNTCT CH SWL ECTS 10 CSE446 Information & Computer Networks Security 3 3 0 0 6 3 180 6 CSE466 Selected Topics in IoT 3 2 0 0 5 3 165 6 CSE494 Graduation Project 2 2 0 0 0 2 3 120 6 E2 Elective Course (2) 3 3 0 0 6 3 180 6 UE3 Elective University (3) 2 0 0 0 2 2 90 4 21 14 735 28 273 165 8970 329 Elective (E1) ELE211 Electromagnetic Fields ELE232 Fundamentals of Communication Systems ELE233 Control Engineering CHE142 Engineering Chemistry PHY328 Physics of Semiconductors & Dielectrics MAT121 Dynamics MAT122 Statics MAT231 Probability & Statistics Elective (E2) CSE241 Security of Information Systems CSE271 Introduction to Parallel Computing CSE311 Design of Compilers CSE323 Advanced Database Systems CSE374 Parallel Programming CSE383 Computer Vision
  • 22. 65 Vol. 4: Study Programs MASH CSE425 Big Data Analytics 2 CSE426 Selected Topics in Data Science CSE465 Selected Topics in Cloud Computing CSE475 Distributed Information Systems CSE478 High Performance Computing AIE322 Advanced Machine Learning AIE323 Data Mining AIE332 Deep Learning AIE351 Robotics Design
  • 23. 66 Vol. 4: Study Programs MASH ‫برنامج‬ ‫احلاسب‬ ‫هندسة‬ Computer Engineering Program II . II. Cloud Computing Study Plan Semester Code Course Name LCT LAB TUT OTH CNTCT CH SWL ECTS 1 MEC011 Engineering Drawing (1) 1 2 2 0 5 2 135 4 CSE014 Structured Programming 3 3 0 0 6 3 180 6 PHY212 Introduction to Engineering Physics 2 2 0 0 4 3 150 6 MAT111 Mathematics I 3 1 0 0 4 3 150 6 MAT123 Mechanics 2 2 0 0 4 3 150 6 UC1 University Requirement (1) 2 0 0 0 2 2 90 4 UE1 Elective University (1) 2 0 0 0 2 2 90 4 27 18 945 36 2 CSE015 Object Oriented Programming 3 3 0 0 6 3 180 6 CSE113 Electric & Electronic Circuits 1 3 2 0 6 3 180 6 PHY211 Physics II 2 2 0 0 4 3 150 6 MAT114 Analytical Geometry & Calculus I 3 2 0 0 5 4 195 8 MAT131 Statistics 1 2 0 0 3 2 105 4 UC2 University Requirement (2) 2 0 0 0 2 2 90 4 26 17 900 34
  • 24. 67 Vol. 4: Study Programs MASH Semester Code Course Name LCT LAB TUT OTH CNTCT CH SWL ECTS 3 ELE115 Electrical Circuits & Measurements 2 2 1 0 5 3 165 5 CSE111 Data Structures 3 3 0 0 6 3 180 6 CSE131 Logic Design 3 2 2 0 7 3 195 6 AIE111 Artificial Intelligence 3 3 0 0 6 3 180 6 MAT313 Differential Equations & Numerical Analysis 3 2 0 0 5 4 195 8 UC3 University Requirement (3) 2 0 0 0 2 2 90 4 31 18 1005 35 4 ELE432 Digital Signal Processing 2 1 1 0 4 3 150 6 CSE112 Design & Analysis of Algorithms 3 3 0 0 6 3 180 6 CSE132 Computer Architecture & Organization 3 2 0 0 5 3 165 6 CSE315 Discrete Mathematics 2 0 2 0 4 3 150 6 AIE121 Machine Learning 3 3 0 0 6 3 180 6 UC4 University Requirement (4) 2 0 0 0 2 2 90 4 27 17 915 34 5 CSE211 Web Programming 3 2 0 0 5 3 165 6 CSE233 Operating Systems 3 2 0 0 5 3 165 6 CSE261 Computer Networks 3 2 0 0 5 3 165 6 CSE271 Introduction to Parallel Computing 3 3 0 0 6 3 180 6 AIE231 Neural Networks 3 3 0 0 6 3 180 6 UE2 Elective University (2) 2 0 0 0 2 2 90 4 29 17 945 34 6 CSE221 Database Systems 3 3 0 0 6 3 180 6 CSE242 Cryptography 3 3 0 0 6 3 180 6 CSE251 Software Engineering 3 3 0 0 6 3 180 6 CSE272 Embedded Systems 3 3 0 0 6 3 180 6
  • 25. 68 Vol. 4: Study Programs MASH Semester Code Course Name LCT LAB TUT OTH CNTCT CH SWL ECTS CSE273 Parallel & Distributed Systems 2 1 1 0 4 3 150 6 CSE291 Field Training 1 In Computer Engineering 2 0 0 0 2 1 30 2 UC5 University Requirement (5) 2 0 0 0 2 2 90 4 32 18 990 36 7 ELE215 Electronics & Digital Circuits 2 1 1 0 4 2 105 4 CSE344 Cyber Security 3 3 0 0 6 3 180 6 CSE362 Industrial Networks 3 3 0 0 6 3 180 6 E1 Elective Course (1) 2 2 0 0 4 3 150 6 E2 Elective Course (2) 3 2 2 0 7 3 195 6 UC6 University Requirement (6) 2 0 0 0 2 2 90 4 29 16 900 32 8 CSE322 Big Data Analytics 1 3 3 0 0 6 3 180 6 CSE363 Cloud Computing 3 3 0 0 6 3 180 6 CSE392 Field Training 2 In Computer Engineering 2 0 0 0 2 1 30 2 E1 Elective Course (1) 2 2 0 0 4 3 150 6 E2 Elective Course (2) 3 2 2 0 7 3 195 6 E2 Elective Course (2) 3 2 2 0 7 3 195 6 32 16 930 32 9 CSE427 Selected Topics in Big Data 3 3 0 0 6 3 180 6 CSE464 Internet of Things 3 3 0 0 6 3 180 6 CSE493 Graduation Project 1 2 0 0 0 2 3 120 6 E2 Elective Course (2) 3 2 2 0 7 3 195 6 UC7 University Requirement (7) 2 0 0 0 2 2 90 4 23 14 765 28 CSE446 Information & Computer Networks Security 3 3 0 0 6 3 180 6
  • 26. 69 Vol. 4: Study Programs MASH Semester Code Course Name LCT LAB TUT OTH CNTCT CH SWL ECTS 10 CSE465 Selected Topics in Cloud Computing 3 3 0 0 6 3 180 6 CSE494 Graduation Project 2 2 0 0 0 2 3 120 6 E2 Elective Course (2) 3 2 2 0 7 3 195 6 UE3 Elective University (3) 2 0 0 0 2 2 90 4 23 14 765 28 279 165 9060 329 Elective (E1) ELE211 Electromagnetic Fields ELE232 Fundamentals of Communication Systems ELE233 Control Engineering CHE142 Engineering Chemistry PHY328 Physics of Semiconductors & Dielectrics MAT121 Dynamics MAT122 Statics MAT231 Probability & Statistics Elective (E2) CSE241 Security of Information Systems CSE243 Secure Programming CSE281 Image Processing CSE311 Design of Compilers CSE374 Parallel Programming CSE376 Real Time & Embedded Systems Design CSE383 Computer Vision
  • 27. 70 Vol. 4: Study Programs MASH CSE425 Big Data Analytics 2 CSE426 Selected Topics in Data Science CSE447 Selected Topics in Computer Security CSE466 Selected Topics in IoT CSE475 Distributed Information Systems CSE478 High Performance Computing AIE322 Advanced Machine Learning AIE323 Data Mining AIE332 Deep Learning AIE351 Robotics Design BMD462 Bio-Inspired Computing
  • 28. 71 Vol. 4: Study Programs MASH ‫برنامج‬ ‫احلاسب‬ ‫هندسة‬ Computer Engineering Program III . III. High Performance Computing Study Plan Semester Code Course Name LCT LAB TUT OTH CNTCT CH SWL ECTS 1 MEC011 Engineering Drawing (1) 1 2 2 0 5 2 135 4 CSE014 Structured Programming 3 3 0 0 6 3 180 6 PHY212 Introduction to Engineering Physics 2 2 0 0 4 3 150 6 MAT111 Mathematics I 3 1 0 0 4 3 150 6 MAT123 Mechanics 2 2 0 0 4 3 150 6 UC1 University Requirement (1) 2 0 0 0 2 2 90 4 UE1 Elective University (1) 2 0 0 0 2 2 90 4 27 18 945 36 2 CSE015 Object Oriented Programming 3 3 0 0 6 3 180 6 CSE113 Electric & Electronic Circuits 1 3 2 0 6 3 180 6 PHY211 Physics II 2 2 0 0 4 3 150 6 MAT114 Analytical Geometry & Calculus I 3 2 0 0 5 4 195 8 MAT131 Statistics 1 2 0 0 3 2 105 4 UC2 University Requirement (2) 2 0 0 0 2 2 90 4 26 17 900 34
  • 29. 72 Vol. 4: Study Programs MASH Semester Code Course Name LCT LAB TUT OTH CNTCT CH SWL ECTS 3 ELE115 Electrical Circuits & Measurements 2 2 1 0 5 3 165 5 CSE111 Data Structures 3 3 0 0 6 3 180 6 CSE131 Logic Design 3 2 2 0 7 3 195 6 AIE111 Artificial Intelligence 3 3 0 0 6 3 180 6 MAT313 Differential Equations & Numerical Analysis 3 2 0 0 5 4 195 8 UC3 University Requirement (3) 2 0 0 0 2 2 90 4 31 18 1005 35 4 ELE432 Digital Signal Processing 2 1 1 0 4 3 150 6 CSE112 Design & Analysis of Algorithms 3 3 0 0 6 3 180 6 CSE132 Computer Architecture & Organization 3 2 0 0 5 3 165 6 CSE315 Discrete Mathematics 2 0 2 0 4 3 150 6 AIE121 Machine Learning 3 3 0 0 6 3 180 6 UC4 University Requirement (4) 2 0 0 0 2 2 90 4 27 17 915 34 5 CSE211 Web Programming 3 2 0 0 5 3 165 6 CSE233 Operating Systems 3 2 0 0 5 3 165 6 CSE261 Computer Networks 3 2 0 0 5 3 165 6 CSE271 Introduction to Parallel Computing 3 3 0 0 6 3 180 6 AIE231 Neural Networks 3 3 0 0 6 3 180 6 UE2 Elective University (2) 2 0 0 0 2 2 90 4 29 17 945 34 6 CSE212 Theory of Computation & Compilers 3 3 0 0 6 3 180 6 CSE221 Database Systems 3 3 0 0 6 3 180 6 CSE251 Software Engineering 3 3 0 0 6 3 180 6 CSE272 Embedded Systems 3 3 0 0 6 3 180 6
  • 30. 73 Vol. 4: Study Programs MASH Semester Code Course Name LCT LAB TUT OTH CNTCT CH SWL ECTS CSE273 Parallel & Distributed Systems 2 1 1 0 4 3 150 6 CSE291 Field Training 1 In Computer Engineering 2 0 0 0 2 1 30 2 UC5 University Requirement (5) 2 0 0 0 2 2 90 4 32 18 990 36 7 ELE215 Electronics & Digital Circuits 2 1 1 0 4 2 105 4 CSE374 Parallel Programming 3 2 0 0 5 3 165 6 E1 Elective Course (1) 2 2 0 0 4 3 150 6 E2 Elective Course (2) 3 2 2 0 7 3 195 6 E2 Elective Course (2) 3 2 2 0 7 3 195 6 UC6 University Requirement (6) 2 0 0 0 2 2 90 4 29 16 900 32 8 CSE322 Big Data Analytics 1 3 3 0 0 6 3 180 6 CSE363 Cloud Computing 3 3 0 0 6 3 180 6 CSE392 Field Training 2 In Computer Engineering 2 0 0 0 2 1 30 2 E1 Elective Course (1) 2 2 0 0 4 3 150 6 E2 Elective Course (2) 3 2 2 0 7 3 195 6 E2 Elective Course (2) 3 2 2 0 7 3 195 6 32 16 930 32 9 CSE427 Selected Topics in Big Data 3 3 0 0 6 3 180 6 CSE464 Internet of Things 3 3 0 0 6 3 180 6 CSE478 High Performance Computing 3 3 0 0 6 3 180 6 CSE493 Graduation Project 1 2 0 0 0 2 3 120 6 UC7 University Requirement (7) 2 0 0 0 2 2 90 4 22 14 750 28 CSE446 Information & Computer Networks Security 3 3 0 0 6 3 180 6
  • 31. 74 Vol. 4: Study Programs MASH Semester Code Course Name LCT LAB TUT OTH CNTCT CH SWL ECTS 10 CSE479 Selected Topics in High Performance Computing 3 3 0 0 6 3 180 6 CSE494 Graduation Project 2 2 0 0 0 2 3 120 6 E2 Elective Course (2) 3 2 2 0 7 3 195 6 UE3 Elective University (3) 2 0 0 0 2 2 90 4 23 14 765 28 278 165 9045 329 Elective (E1) ELE211 Electromagnetic Fields ELE232 Fundamentals of Communication Systems ELE233 Control Engineering CHE142 Engineering Chemistry PHY328 Physics of Semiconductors & Dielectrics MAT121 Dynamics MAT122 Statics MAT231 Probability & Statistics Elective (E2) CSE211 Web Programming CSE241 Security of Information Systems CSE281 Image Processing CSE311 Design of Compilers CSE376 Real Time & Embedded Systems Design CSE383 Computer Vision CSE425 Big Data Analytics 2
  • 32. 75 Vol. 4: Study Programs MASH CSE465 Selected Topics in Cloud Computing CSE466 Selected Topics in IoT CSE475 Distributed Information Systems CSE477 Selected Topics in Embedded Systems AIE316 Evolutionary Algorithms AIE322 Advanced Machine Learning AIE323 Data Mining AIE332 Deep Learning AIE351 Robotics Design BMD462 Bio-Inspired Computing
  • 33. 76 Vol. 4: Study Programs MASH ‫برنامج‬ ‫احلاسب‬ ‫هندسة‬ Computer Engineering Program IV . IV. Cyber Security Study Plan Semester Code Course Name LCT LAB TUT OTH CNTCT CH SWL ECTS 1 MEC011 Engineering Drawing (1) 1 2 2 0 5 2 135 4 CSE014 Structured Programming 3 3 0 0 6 3 180 6 PHY212 Introduction to Engineering Physics 2 2 0 0 4 3 150 6 MAT111 Mathematics I 3 1 0 0 4 3 150 6 MAT123 Mechanics 2 2 0 0 4 3 150 6 UC1 University Requirement (1) 2 0 0 0 2 2 90 4 UE1 Elective University (1) 2 0 0 0 2 2 90 4 27 18 945 36 2 CSE015 Object Oriented Programming 3 3 0 0 6 3 180 6 CSE113 Electric & Electronic Circuits 1 3 2 0 6 3 180 6 PHY211 Physics II 2 2 0 0 4 3 150 6 MAT114 Analytical Geometry & Calculus I 3 2 0 0 5 4 195 8 MAT131 Statistics 1 2 0 0 3 2 105 4 UC2 University Requirement (2) 2 0 0 0 2 2 90 4 26 17 900 34
  • 34. 77 Vol. 4: Study Programs MASH Semester Code Course Name LCT LAB TUT OTH CNTCT CH SWL ECTS 3 ELE115 Electrical Circuits & Measurements 2 2 1 0 5 3 165 5 CSE111 Data Structures 3 3 0 0 6 3 180 6 CSE131 Logic Design 3 2 2 0 7 3 195 6 AIE111 Artificial Intelligence 3 3 0 0 6 3 180 6 MAT313 Differential Equations & Numerical Analysis 3 2 0 0 5 4 195 8 UC3 University Requirement (3) 2 0 0 0 2 2 90 4 31 18 1005 35 4 ELE432 Digital Signal Processing 2 1 1 0 4 3 150 6 CSE112 Design & Analysis of Algorithms 3 3 0 0 6 3 180 6 CSE132 Computer Architecture & Organization 3 2 0 0 5 3 165 6 CSE315 Discrete Mathematics 2 0 2 0 4 3 150 6 AIE121 Machine Learning 3 3 0 0 6 3 180 6 UC4 University Requirement (4) 2 0 0 0 2 2 90 4 27 17 915 34 5 CSE211 Web Programming 3 2 0 0 5 3 165 6 CSE233 Operating Systems 3 2 0 0 5 3 165 6 CSE241 Security of Information Systems 3 2 0 0 5 3 165 6 CSE261 Computer Networks 3 2 0 0 5 3 165 6 AIE231 Neural Networks 3 3 0 0 6 3 180 6 UE2 Elective University (2) 2 0 0 0 2 2 90 4 28 17 930 34 6 CSE221 Database Systems 3 3 0 0 6 3 180 6 CSE242 Cryptography 3 3 0 0 6 3 180 6 CSE243 Secure Programming 3 3 0 0 6 3 180 6 CSE251 Software Engineering 3 3 0 0 6 3 180 6
  • 35. 78 Vol. 4: Study Programs MASH Semester Code Course Name LCT LAB TUT OTH CNTCT CH SWL ECTS CSE272 Embedded Systems 3 3 0 0 6 3 180 6 CSE291 Field Training 1 In Computer Engineering 2 0 0 0 2 1 30 2 UC5 University Requirement (5) 2 0 0 0 2 2 90 4 34 18 1020 36 7 ELE215 Electronics & Digital Circuits 2 1 1 0 4 2 105 4 CSE344 Cyber Security 3 3 0 0 6 3 180 6 E1 Elective Course (1) 2 2 0 0 4 3 150 6 E2 Elective Course (2) 3 3 0 0 6 3 180 6 E2 Elective Course (2) 3 3 0 0 6 3 180 6 UC6 University Requirement (6) 2 0 0 0 2 2 90 4 28 16 885 32 8 CSE322 Big Data Analytics 1 3 3 0 0 6 3 180 6 CSE363 Cloud Computing 3 3 0 0 6 3 180 6 CSE374 Parallel Programming 3 2 0 0 5 3 165 6 CSE392 Field Training 2 In Computer Engineering 2 0 0 0 2 1 30 2 E1 Elective Course (1) 2 2 0 0 4 3 150 6 E2 Elective Course (2) 3 3 0 0 6 3 180 6 29 16 885 32 9 CSE445 Selected Topics in Information Security 3 3 0 0 6 3 180 6 CSE464 Internet of Things 3 3 0 0 6 3 180 6 CSE493 Graduation Project 1 2 0 0 0 2 3 120 6 E2 Elective Course (2) 3 3 0 0 6 3 180 6 UC7 University Requirement (7) 2 0 0 0 2 2 90 4 22 14 750 28 CSE446 Information & Computer Networks Security 3 3 0 0 6 3 180 6
  • 36. 79 Vol. 4: Study Programs MASH Semester Code Course Name LCT LAB TUT OTH CNTCT CH SWL ECTS 10 CSE447 Selected Topics in Computer Security 3 3 0 0 6 3 180 6 CSE494 Graduation Project 2 2 0 0 0 2 3 120 6 E2 Elective Course (2) 3 3 0 0 6 3 180 6 UE3 Elective University (3) 2 0 0 0 2 2 90 4 22 14 750 28 274 165 8985 329 Elective (E1) ELE211 Electromagnetic Fields ELE232 Fundamentals of Communication Systems ELE233 Control Engineering CHE142 Engineering Chemistry PHY328 Physics of Semiconductors & Dielectrics MAT121 Dynamics MAT122 Statics MAT231 Probability & Statistics Elective (E2) CSE271 Introduction to Parallel Computing CSE273 Parallel & Distributed Systems CSE281 Image Processing CSE311 Design of Compilers CSE376 Real Time & Embedded Systems Design CSE382 Computer Graphics CSE383 Computer Vision
  • 37. 80 Vol. 4: Study Programs MASH CSE425 Big Data Analytics 2 CSE448 Cyber Forensics AIE322 Advanced Machine Learning AIE323 Data Mining AIE332 Deep Learning AIE351 Robotics Design
  • 38. 81 Vol. 4: Study Programs MASH 6 ‫برنامج‬ ‫االصطناعي‬ ‫الذكاء‬ ‫هندسة‬ Artificial Intelligence Engineering Program Program Description – ‫البرمجيات‬ ‫بتطوير‬ ‫البرنامج‬ ‫يهتم‬ ‫والتعلم‬ ‫اآللة‬ ‫تعلم‬ ‫على‬ ‫المعتمدة‬ ‫الذكية‬ ‫على‬ ‫المعتمد‬ ‫العميق‬ ‫تلك‬ ‫وتطبيقات‬ ،‫االصطناعية‬ ‫العصبية‬ ‫الشبكات‬ ‫الهندسية‬ ‫النظم‬ ‫في‬ ‫البرمجيات‬ . – The program considers developing smart software that depends on machine learning and deep learning that depends on artificial neural networks and how to apply this software in Engineering systems. Graduate attributes In addition, the graduate of the Artificial Intelligence Engineering program has all the modules of graduates of computer Engineering programs. The graduates have the following characteristics intensively – ‫العميق‬ ‫والتعلم‬ ‫اآللة‬ ‫تعلم‬ ‫طرق‬ ‫تستخدم‬ ‫ذكية‬ ‫برمجيات‬ ‫تصميم‬ ‫على‬ ‫القدرة‬ – The ability to develop smart software that uses machine learning and deep learning
  • 39. 82 Vol. 4: Study Programs MASH – ‫الهندسية‬ ‫التطبيقات‬ ‫على‬ ‫الذكية‬ ‫البرمجيات‬ ‫تطبيق‬ ‫على‬ ‫القدرة‬ – The ability to apply smart software on engineering applications. Job Opportunities – ‫القيادة‬ ‫ذاتية‬ ‫السيارات‬ ‫تصنيع‬ ‫شركات‬ - ‫في‬ ‫العاملة‬ ‫والشركات‬ ‫المصانع‬ ‫الذكية‬ ‫النظم‬ – ‫الروبوتات‬ ‫تصنيع‬ ‫شركات‬ – ‫أجزاء‬ ‫تصنيع‬ ‫شركات‬ ‫الذكية‬ ‫المنازل‬ – ‫الذكية‬ ‫بالمدن‬ ‫العالقة‬ ‫ذات‬ ‫الحكومية‬ ‫والجهات‬ ‫الوزارات‬ – ‫الذكية‬ ‫الشخصية‬ ‫الصحة‬ ‫أجهزة‬ ‫تصنيع‬ ‫شركات‬ – Self-driving car manufacturers (or manufacturing companies) – Factories and companies operating in smart systems– robot’s manufacturers – Smart home components manufacturers – Ministries and government agencies related to smart cities – Manufacturers of smart personal health devices Bench Mark – ‫لضمان‬ ‫القومية‬ ‫الهيئة‬ ‫من‬ ‫الصادرة‬ ‫والمهارات‬ ‫المعارف‬ ‫البرنامج‬ ‫تبني‬ ‫وقد‬ ( ‫واالعتماد‬ ‫التعليم‬ ‫جودة‬ NARS ‫يمكن‬ ‫والتي‬ ‫الحاسبات‬ ‫هندسة‬ ‫لخريجي‬ ) ‫التالي‬ ‫الرابط‬ ‫خالل‬ ‫من‬ ‫عليها‬ ‫االطالع‬ – The program has adopted the general knowledge and skills issued from the National authority for quality assurance and accreditation of education (NARS) for computer science graduate which can be found through the following link. http://naqaae.eg/wp-content/uploads/2014/PDF/21.pdf – ‫ال‬ ‫كليات‬ ‫للوائح‬ ‫والرجوع‬ ‫االطالع‬ ‫تم‬ ‫الحاسبات‬ ‫تخصصات‬ ‫في‬ ‫هندسة‬ ‫في‬ ‫جامعة‬ ‫ستانفورد‬ – ‫ميلون‬ ‫كارنيجي‬ – ‫شمس‬ ‫عين‬ ‫جامعة‬ . – The bylaws of computer engineering faculties have been studied and referenced in the following universities: Stanford University – Carnegie Mellon University – Ain Shams University. https://www.cs.cmu.edu/bs-in-artificial-intelligence/curriculum
  • 40. 83 Vol. 4: Study Programs MASH ‫برنامج‬ ‫هندسة‬ ‫االصطناعي‬ ‫الذكاء‬ Artificial Intelligence Engineering Program Study Plan Semester Code Course Name LCT LAB TUT OTH CNTCT CH SWL ECTS 1 MEC011 Engineering Drawing (1) 1 2 2 0 5 2 135 4 CSE014 Structured Programming 3 3 0 0 6 3 180 6 PHY212 Introduction to Engineering Physics 2 2 0 0 4 3 150 6 MAT111 Mathematics I 3 1 0 0 4 3 150 6 MAT123 Mechanics 2 2 0 0 4 3 150 6 UC1 University Requirement (1) 2 0 0 0 2 2 90 4 UE1 Elective University (1) 2 0 0 0 2 2 90 4 27 18 945 36 2 CSE015 Object Oriented Programming 3 3 0 0 6 3 180 6 CSE113 Electric & Electronic Circuits 1 3 2 0 6 3 180 6 PHY211 Physics II 2 2 0 0 4 3 150 6 MAT114 Analytical Geometry & Calculus I 3 2 0 0 5 4 195 8 MAT131 Statistics 1 2 0 0 3 2 105 4 UC2 University Requirement (2) 2 0 0 0 2 2 90 4 26 17 900 34
  • 41. 84 Vol. 4: Study Programs MASH Semester Code Course Name LCT LAB TUT OTH CNTCT CH SWL ECTS 3 ELE115 Electrical Circuits & Measurements 2 2 1 0 5 3 165 5 CSE111 Data Structures 3 3 0 0 6 3 180 6 CSE131 Logic Design 3 2 2 0 7 3 195 6 AIE111 Artificial Intelligence 3 3 0 0 6 3 180 6 MAT313 Differential Equations & Numerical Analysis 3 2 0 0 5 4 195 8 UC3 University Requirement (3) 2 0 0 0 2 2 90 4 31 18 1005 35 4 ELE432 Digital Signal Processing 2 1 1 0 4 3 150 6 CSE112 Design & Analysis of Algorithms 3 3 0 0 6 3 180 6 CSE132 Computer Architecture & Organization 3 2 0 0 5 3 165 6 CSE315 Discrete Mathematics 2 0 2 0 4 3 150 6 AIE121 Machine Learning 3 3 0 0 6 3 180 6 UC4 University Requirement (4) 2 0 0 0 2 2 90 4 27 17 915 34 5 CSE233 Operating Systems 3 2 0 0 5 3 165 6 CSE261 Computer Networks 3 2 0 0 5 3 165 6 CSE281 Image Processing 3 3 0 0 6 3 180 6 AIE231 Neural Networks 3 3 0 0 6 3 180 6 AIE241 Natural Language Processing 3 3 0 0 6 3 180 6 UE2 Elective University (2) 2 0 0 0 2 2 90 4 30 17 960 34 6 CSE221 Database Systems 3 3 0 0 6 3 180 6 CSE272 Embedded Systems 3 3 0 0 6 3 180 6 CSE383 Computer Vision 3 3 0 0 6 3 180 6 AIE212 Knowledge-Based Systems 3 3 0 0 6 3 180 6
  • 42. 85 Vol. 4: Study Programs MASH Semester Code Course Name LCT LAB TUT OTH CNTCT CH SWL ECTS AIE213 Optimization Techniques 3 0 3 0 6 3 180 6 AIE291 Field Training 1 In AI Engineering 2 0 0 0 2 1 30 2 UC5 University Requirement (5) 2 0 0 0 2 2 90 4 34 18 1020 36 7 ELE215 Electronics & Digital Circuits 2 1 1 0 4 2 105 4 AIE314 AI-Based Programming 3 3 0 0 6 3 180 6 AIE322 Advanced Machine Learning 3 3 0 0 6 3 180 6 E1 Elective Course (1) 2 2 0 0 4 3 150 6 E2 Elective Course (2) 3 3 0 0 6 3 180 6 UC6 University Requirement (6) 2 0 0 0 2 2 90 4 28 16 885 32 8 AIE323 Data Mining 3 3 0 0 6 3 180 6 AIE332 Deep Learning 3 3 0 0 6 3 180 6 AIE351 Robotics Design 3 3 0 0 6 3 180 6 AIE392 Field Training 2 In AI Engineering 2 0 0 0 2 1 30 2 E1 Elective Course (1) 2 2 0 0 4 3 150 6 E2 Elective Course (2) 3 3 0 0 6 3 180 6 30 16 900 32 9 AIE425 Intelligent Recommender Systems 3 3 0 0 6 3 180 6 AIE493 Graduation Project 1 2 0 0 0 2 3 120 6 E2 Elective Course (2) 3 3 0 0 6 3 180 6 E2 Elective Course (2) 3 3 0 0 6 3 180 6 UC7 University Requirement (7) 2 0 0 0 2 2 90 4 22 14 750 28 AIE424 Intelligent Decision Support Systems 3 3 0 0 6 3 180 6
  • 43. 86 Vol. 4: Study Programs MASH Semester Code Course Name LCT LAB TUT OTH CNTCT CH SWL ECTS 10 AIE494 Graduation Project 2 2 0 0 0 2 3 120 6 E2 Elective Course (2) 3 3 0 0 6 3 180 6 E2 Elective Course (2) 3 3 0 0 6 3 180 6 UE3 Elective University (3) 2 0 0 0 2 2 90 4 22 14 750 28 277 165 9030 329 Elective (E1) ELE211 Electromagnetic Fields ELE232 Fundamentals of Communication Systems ELE233 Control Engineering CHE142 Engineering Chemistry PHY328 Physics of Semiconductors & Dielectrics MAT121 Dynamics MAT122 Statics MAT231 Probability & Statistics Elective (E2) CSE273 Parallel & Distributed Systems CSE322 Big Data Analytics 1 CSE363 Cloud Computing CSE376 Real Time & Embedded Systems Design CSE382 Computer Graphics CSE446 Information & Computer Networks Security CSE464 Internet of Things
  • 44. 87 Vol. 4: Study Programs MASH CSE478 High Performance Computing CSE485 Computer Games Theory CSE487 Mixed & Augmented Reality CSE488 Visualization & Animation AIE315 Computational Logic AIE316 Evolutionary Algorithms AIE342 Advanced Methods for Data Analysis AIE343 Machine Learning for Text Mining AIE417 Selected Topics in Artificial Intelligence 1 AIE418 Selected Topics in Artificial Intelligence 2 AIE426 Decision Making Under Uncertainty AIE427 Statistical Pattern Recognition AIE444 Question Answering Systems AIE452 Cognitive Robotics AIE453 Planning Techniques for Robotics AIE454 Robot Kinematics & Dynamics AIE455 Robot Mapping & Localization AIE456 Human Robot Interaction AIE457 Mobile Robot Development
  • 45. 88 Vol. 4: Study Programs MASH ‫احلاسبات‬ ‫علوم‬ ‫جمال‬ FIELD OF COMPUTER SCIENCE Study Programs
  • 46. 89 Vol. 4: Study Programs MASH Degree Requirements The Program Cr. Hrs. University Requirement Mathematic & Basic Science Computer Science & Engineering AI Science & Engineering Advanced Specially Requirements Bi0-Medical Informatics Project & Training Computer Science 127 20 25 39 6 27 0 10 AI Science 134 20 25 36 33 9 0 11 Bio-Informatics 127 20 25 30 3 0 39 10
  • 47. 90 Vol. 4: Study Programs MASH 7 ‫برنامج‬ ‫احلاسب‬ ‫علوم‬ Computer Science Program Program Description The program concerns of preparing specialized graduates in Computers and Informatics fields capable of developing software and building information systems. They can deal with decision support systems, data science and computer graphics. The student can choose one of the following tracks. Big Data Analytics – ‫يهتم‬ ‫البرنامج‬ ‫قادرة‬ ‫كوادر‬ ‫بإعداد‬ ‫واستخراج‬ ‫الضخمة‬ ‫البيانات‬ ‫تجهيز‬ ‫على‬ ‫منها‬ ‫والمعارف‬ ‫المعلومات‬ ‫و‬ ‫خوادم‬ ‫على‬ ‫الضخمة‬ ‫البيانات‬ ‫معالجة‬ ‫توزيع‬ ‫منها‬ ‫النتائج‬ ‫وتجميع‬ ‫متعددة‬ . – The program is concerned in preparing graduates capable of preparing Big Data and extract knowledge and Information from it and distributing Big Data processing on various servers and collect results from them. Computer Vision – ‫يهتم‬ ‫ب‬ ‫المسار‬ ‫إ‬ ‫قادرة‬ ‫كوادر‬ ‫عداد‬ ‫جودتها‬ ‫ورفع‬ ‫الرقمية‬ ‫الصور‬ ‫معالجة‬ ‫على‬ ‫و‬ ‫و‬ ‫برمجيات‬ ‫إنشاء‬ ‫أ‬ ‫وصيانتها‬ ‫بالحاسب‬ ‫الرؤية‬ ‫نظمه‬ ‫و‬ ‫التعرف‬ ‫نظم‬ ‫إنشاء‬ – The program is concerned in preparing graduates capable of processing digital images, increase their quality, building computer vision software and systems and maintaining them, and
  • 48. 91 Vol. 4: Study Programs MASH ‫المختلط‬ ‫والواقع‬ ‫التفاعلية‬ ‫المتعددة‬ ‫الوسائط‬ ‫بأنظمة‬ ‫ودمجها‬ ‫األنماط‬ ‫على‬ ‫والمعزز‬ . building pattern recognition systems, and embed them with interactive multimedia systems along with mixed and augmented reality. Software Engineering – ‫البرنامج‬ ‫يهتم‬ ‫قادرة‬ ‫كوادر‬ ‫بتخريج‬ ‫على‬ ‫إ‬ ‫وأنظمة‬ ‫المعلومات‬ ‫أنظمة‬ ‫نشاء‬ ‫المدمجة‬ ‫النظم‬ ‫في‬ ‫المستخدمة‬ ‫البرمجيات‬ ‫وتطوير‬ ‫القرار‬ ‫اتخاذ‬ ‫دعم‬ .‫والموزعة‬ – The program is concerned in preparing graduates capable of building information systems and decision support systems, and designing embedded and distributed systems. Graduate attributes The main outcome of the proposed program is expert graduates in computer science specializations where the graduates achieve standards that exceeded NARS these graduate should be able to: – ‫اإللمام‬ ‫بالتطبيقات‬ ‫قواعد‬ ‫نظم‬ ‫مثل‬ ‫الحاسب‬ ‫علوم‬ ‫مجال‬ ‫في‬ ‫المختلفة‬ ‫البرمجيات‬ ‫وهندسة‬ ‫االصطناعي‬ ‫والذكاء‬ ‫التشغيل‬ ‫وأنظمة‬ ‫البيانات‬ ‫الوسائط‬ ‫وأنظمة‬ ‫بالكمبيوتر‬ ‫الرؤية‬ ‫وانظمه‬ ‫الرقمية‬ ‫الصور‬ ‫ومعالجة‬ .‫وغيرها‬ ‫والمعزز‬ ‫المختلط‬ ‫والواقع‬ ‫التفاعلية‬ ‫المتعددة‬ – Familiarity with the fundamental areas of computer science such as: databases, operating systems, artificial intelligence, software engineering, digital image processing, computer vision systems, interactive multimedia systems, mixed and augmented reality, and others. – ‫فر‬ ‫في‬ ‫وتكامل‬ ‫بكفاءة‬ ‫العمل‬ ‫نفس‬ ‫في‬ ‫كانوا‬ ً‫ء‬‫سوا‬ ‫التخصصات‬ ‫متعدد‬ ‫يق‬ .)‫وغيرها‬ ،‫زراعية‬ ،‫هندسية‬ ،‫(طبية‬ ‫أخرى‬ ‫تخصصات‬ ‫في‬ ‫أو‬ ‫تخصصه‬ – Work efficiently and integrally in a multidisciplinary team whether they are in the same specialization other specialization (medical, engineering, agricultural, and others).
  • 49. 92 Vol. 4: Study Programs MASH – ‫من‬ ‫التمكن‬ ‫مجال‬ ‫مشاكل‬ ‫لحل‬ ‫والتقني‬ ‫والعلمي‬ ‫الرياضي‬ ‫األساس‬ ‫هندسة‬ ‫و‬ .‫الحاسب‬ ‫علوم‬ – Ability to demonstrate the knowledge of mathematical, scientific, and technical fundamentals to solve problems in computer Engineering and science fields. – ‫استخدام‬ ‫في‬ ‫والنظم‬ ‫البرامج‬ ‫وتصميم‬ ‫لتطوير‬ ‫وتطويعها‬ ‫المكتسبة‬ ‫العلوم‬ .‫والمجتمع‬ ‫السوق‬ ‫احتياجات‬ ‫مع‬ ‫يتالءم‬ ‫بما‬ ‫الحاسب‬ ‫علوم‬ ‫مجال‬ – Use the acquired sciences and adapt it to develop and design software programs and systems that are suitable for the market and environment needs. – .‫العمل‬ ‫في‬ ‫المشاركين‬ ‫مع‬ ‫بمهنية‬ ً‫ة‬‫وكتاب‬ ً‫ا‬‫شفهي‬ ‫التواصل‬ – Communicate professionally orally and by writing with his/her coworkers. – ‫التعليم‬ ‫والتطور‬ .‫الجديدة‬ ‫المهارات‬ ‫واكتساب‬ ‫المستمر‬ – Learning, continuous development, and gaining new skills. – ‫الوعي‬ ‫بالجوانب‬ ‫تصميم‬ ‫في‬ ً‫ا‬‫أحيان‬ ‫تحكمه‬ ‫والتي‬ ‫المحيطة‬ ‫االجتماعية‬ ‫فيه‬ ‫يعمل‬ ‫الذي‬ ‫والمجتمع‬ ‫للمحيط‬ ‫المالئمة‬ ‫والخدمات‬ ‫المنتجات‬ ‫وتطوير‬ ‫مجال‬ ‫إطار‬ ‫في‬ ‫و‬ ‫هندسة‬ .‫الحاسب‬ ‫علوم‬ – Awareness of the surrounding social aspects that sometime rule the graduate in designing and developing products and services appropriate for his/her surroundings and the society in computer Engineering and science fields. – ‫البكالوريوس‬ ‫مرحلة‬ ‫من‬ ‫أعلى‬ ‫علمية‬ ‫درجات‬ ‫على‬ ‫الحصول‬ ‫مواصلة‬ .)‫المتميزين‬ ‫المتفوقين‬ ‫(للطلبة‬ – Ability to gain higher scientific degrees after finishing the bachelor degree (for outstanding excellent students). Specific attributes of Big Data Analytics track: – ‫منها‬ ‫والمعارف‬ ‫المعلومات‬ ‫واستخراج‬ ‫الضخمة‬ ‫البيانات‬ ‫تجهيز‬ ‫على‬ ‫القدرة‬ – The ability to prepare Big Data and extract knowledge and Information from it. – ‫وتجميع‬ ‫متعددة‬ ‫خوادم‬ ‫على‬ ‫الضخمة‬ ‫البيانات‬ ‫معالجة‬ ‫توزيع‬ ‫على‬ ‫القدرة‬ ‫منها‬ ‫النتائج‬ – The ability to distribute Big Data processing on various servers and collect results from them. Specific attributes Computer Vision track: – ‫على‬ ‫القدرة‬ ‫الرقمية‬ ‫الصور‬ ‫معالجة‬ ‫جودتها‬ ‫ورفع‬ – The ability to process digital images and increase their quality. – ‫القدرة‬ ‫على‬ ‫إ‬ ‫و‬ ‫برمجيات‬ ‫نشاء‬ ‫بال‬ ‫الرؤية‬ ‫انظمة‬ ‫حاسب‬ ‫و‬ ‫صيانتها‬ – The ability to build computer vision software and systems and maintain them.
  • 50. 93 Vol. 4: Study Programs MASH – ‫ب‬ ‫ودمجها‬ ‫األنماط‬ ‫على‬ ‫التعرف‬ ‫نظم‬ ‫إنشاء‬ ‫على‬ ‫القدرة‬ ‫الوسائط‬ ‫أنظمة‬ ‫والمعزز‬ ‫المختلط‬ ‫والواقع‬ ‫التفاعلية‬ ‫المتعددة‬ . – The ability to build pattern recognition systems and embed them with interactive multimedia systems along with mixed and augmented reality. Specific attributes of Software Engineering track: – ‫القرار‬ ‫اتخاذ‬ ‫دعم‬ ‫ونظم‬ ‫المعلومات‬ ‫نظم‬ ‫بناء‬ ‫على‬ ‫القدرة‬ – The ability to build information systems and decision support systems. – ‫المختلفة‬ ‫النظم‬ ‫في‬ ‫المستخدمة‬ ‫البرامج‬ ‫تصميم‬ ‫على‬ ‫القدرة‬ – The ability to design programs used in different kinds of systems. – ‫وطرق‬ ‫البيانات‬ ‫لقواعد‬ ‫المختلفة‬ ‫التصميمات‬ ‫مع‬ ‫التعامل‬ ‫على‬ ‫القدرة‬ ‫تخزينها‬ – The ability to deal with different designs of databases and how to store them. Job Opportunities – ‫المعلومات‬ ‫تكنولوجيا‬ ‫في‬ ‫العاملة‬ ‫الدولية‬ ‫الشركات‬ – ‫البرمجة‬ ‫شركات‬ – ‫والخاصة‬ ‫الحكومية‬ ‫بالجهات‬ ‫المعلومات‬ ‫تكنولوجيا‬ ‫إدارات‬ – ‫شركات‬ ‫الناشئة‬ ‫الرقمي‬ ‫التحول‬ . – International companies working in Information Technology – Programming companies – Information technology departments’ in environmental and institutional agencies – digital transformation company’s startups. Bench Mark – ‫البرنامج‬ ‫تبني‬ ‫وقد‬ ‫لضمان‬ ‫القومية‬ ‫الهيئة‬ ‫من‬ ‫الصادرة‬ ‫والمهارات‬ ‫المعارف‬ ( ‫واالعتماد‬ ‫التعليم‬ ‫جودة‬ NARS ‫والتي‬ ‫والمعلومات‬ ‫الحاسبات‬ ‫لخريجي‬ ) ‫التالي‬ ‫الرابط‬ ‫خالل‬ ‫من‬ ‫عليها‬ ‫االطالع‬ ‫يمكن‬ – The program has adopted the general knowledge and skills issued from the National authority for quality assurance and accreditation of education (NARS) for computer science graduate which can be found through the following link.
  • 51. 94 Vol. 4: Study Programs MASH http://naqaae.eg/wp-content/uploads/2014/PDF/26.pdf – ‫تم‬ ‫جامعة‬ ‫في‬ ‫الحاسبات‬ ‫كليات‬ ‫للوائح‬ ‫والرجوع‬ ‫االطالع‬ ‫ستانفورد‬ . – The bylaws of computer science faculties have been studied and referenced in the following universities: Stanford University. https://www.cs.cmu.edu/bs-in-artificial-intelligence/curriculum – ‫للحوسبة‬ ‫المرجعية‬ ‫المعايير‬ – Computer Reference Standard https://www.abet.org/accreditation/accreditation-criteria/criteria-for-accrediting-computing-programs-2018-2019/
  • 52. 95 Vol. 4: Study Programs MASH ‫برنامج‬ ‫احل‬ ‫علوم‬ ‫اسب‬ Computer Science Program I . I. Big Data Analytics Study Plan Semester Code Course Name LCT LAB TUT OTH CNTCT CH SWL ECTS 1 CSE014 Structured Programming 3 3 0 0 6 3 180 6 PHY211 Physics II 2 2 0 0 4 3 150 6 MAT114 Analytical Geometry & Calculus I 3 2 0 0 5 4 195 8 UC1 University Requirement (1) 2 0 0 0 2 2 90 4 UE1 Elective University (1) 2 0 0 0 2 2 90 4 19 14 705 28 2 CSE015 Object Oriented Programming 3 3 0 0 6 3 180 6 CSE113 Electric & Electronic Circuits 1 3 2 0 6 3 180 6 MAT131 Statistics 1 2 0 0 3 2 105 4 MAT313 Differential Equations & Numerical Analysis 3 2 0 0 5 4 195 8 UC2 University Requirement (2) 2 0 0 0 2 2 90 4 22 14 750 28 3 CSE111 Data Structures 3 3 0 0 6 3 180 6 CSE131 Logic Design 3 2 2 0 7 3 195 6 CSE191 Field Training 1 In Computer Science 2 0 0 0 2 2 60 4
  • 53. 96 Vol. 4: Study Programs MASH Semester Code Course Name LCT LAB TUT OTH CNTCT CH SWL ECTS MAT112 Mathematics II 2 2 0 0 4 3 150 6 MAT231 Probability & Statistics 2 2 0 0 4 3 150 6 UC3 University Requirement (3) 2 0 0 0 2 2 90 4 UE2 Elective University (2) 2 0 0 0 2 2 90 4 27 18 915 36 4 CSE112 Design & Analysis of Algorithms 3 3 0 0 6 3 180 6 CSE132 Computer Architecture & Organization 3 2 0 0 5 3 165 6 CSE221 Database Systems 3 3 0 0 6 3 180 6 CSE251 Software Engineering 3 3 0 0 6 3 180 6 CSE315 Discrete Mathematics 2 0 2 0 4 3 150 6 UC4 University Requirement (4) 2 0 0 0 2 2 90 4 29 17 945 34 5 CSE211 Web Programming 3 2 0 0 5 3 165 6 CSE233 Operating Systems 3 2 0 0 5 3 165 6 CSE261 Computer Networks 3 2 0 0 5 3 165 6 CSE271 Introduction to Parallel Computing 3 3 0 0 6 3 180 6 AIE111 Artificial Intelligence 3 3 0 0 6 3 180 6 UC5 University Requirement (5) 2 0 0 0 2 2 90 4 29 17 945 34 6 CSE212 Theory of Computation & Compilers 3 3 0 0 6 3 180 6 CSE292 Field Training 2 Computer Science 2 0 0 0 2 2 60 4 CSE322 Big Data Analytics 1 3 3 0 0 6 3 180 6 CSE352 Systems Analysis & Design 3 2 0 0 5 3 165 6 AIE121 Machine Learning 3 3 0 0 6 3 180 6 UC6 University Requirement (6) 2 0 0 0 2 2 90 4
  • 54. 97 Vol. 4: Study Programs MASH Semester Code Course Name LCT LAB TUT OTH CNTCT CH SWL ECTS UE3 Elective University (3) 2 0 0 0 2 2 90 4 29 18 945 36 7 CSE427 Selected Topics in Big Data 3 3 0 0 6 3 180 6 CSE493 Graduation Project 1 2 0 0 0 2 3 120 6 AIE323 Data Mining 3 3 0 0 6 3 180 6 E1 Elective Course (1) 3 2 2 0 7 3 195 6 UC7 University Requirement (7) 2 0 0 0 2 2 90 4 23 14 765 28 8 CSE363 Cloud Computing 3 3 0 0 6 3 180 6 CSE494 Graduation Project 2 2 0 0 0 2 3 120 6 AIE342 Advanced Methods for Data Analysis 3 3 0 0 6 3 180 6 E1 Elective Course (1) 3 2 2 0 7 3 195 6 E1 Elective Course (1) 3 2 2 0 7 3 195 6 28 15 870 30 206 127 6840 254 Elective (E1) ELE432 Digital Signal Processing CSE272 Embedded Systems CSE273 Parallel & Distributed Systems CSE281 Image Processing CSE312 Advanced Web Programming CSE313 Android Development CSE314 IOS Development CSE323 Advanced Database Systems
  • 55. 98 Vol. 4: Study Programs MASH CSE363 Cloud Computing CSE374 Parallel Programming CSE383 Computer Vision CSE424 Data Warehousing CSE425 Big Data Analytics 2 CSE426 Selected Topics in Data Science CSE446 Information & Computer Networks Security CSE454 Advanced Software Engineering' CSE464 Internet of Things CSE475 Distributed Information Systems CSE478 High Performance Computing CSE484 Interactive Multimedia AIE231 Neural Networks AIE241 Natural Language Processing AIE314 AI-Based Programming AIE322 Advanced Machine Learning AIE332 Deep Learning AIE343 Machine Learning for Text Mining AIE424 Intelligent Decision Support Systems AIE425 Intelligent Recommender Systems BMD311 Introduction to Bioinformatics BMD312 Clinical Informatics
  • 56. 99 Vol. 4: Study Programs MASH ‫برنامج‬ ‫احلاسب‬ ‫علوم‬ Computer Science Program II . II.Computer Vision Study Plan Semester Code Course Name LCT LAB TUT OTH CNTCT CH SWL ECTS 1 CSE014 Structured Programming 3 3 0 0 6 3 180 6 PHY211 Physics II 2 2 0 0 4 3 150 6 MAT114 Analytical Geometry & Calculus I 3 2 0 0 5 4 195 8 UC1 University Requirement (1) 2 0 0 0 2 2 90 4 UE1 Elective University (1) 2 0 0 0 2 2 90 4 19 14 705 28 2 CSE015 Object Oriented Programming 3 3 0 0 6 3 180 6 CSE113 Electric & Electronic Circuits 1 3 2 0 6 3 180 6 MAT131 Statistics 1 2 0 0 3 2 105 4 MAT313 Differential Equations & Numerical Analysis 3 2 0 0 5 4 195 8 UC2 University Requirement (2) 2 0 0 0 2 2 90 4 22 14 750 28 3 CSE111 Data Structures 3 3 0 0 6 3 180 6 CSE131 Logic Design 3 2 2 0 7 3 195 6 CSE191 Field Training 1 In Computer Science 2 0 0 0 2 2 60 4
  • 57. 100 Vol. 4: Study Programs MASH Semester Code Course Name LCT LAB TUT OTH CNTCT CH SWL ECTS MAT112 Mathematics II 2 2 0 0 4 3 150 6 MAT231 Probability & Statistics 2 2 0 0 4 3 150 6 UC3 University Requirement (3) 2 0 0 0 2 2 90 4 UE2 Elective University (2) 2 0 0 0 2 2 90 4 27 18 915 36 4 CSE112 Design & Analysis of Algorithms 3 3 0 0 6 3 180 6 CSE132 Computer Architecture & Organization 3 2 0 0 5 3 165 6 CSE221 Database Systems 3 3 0 0 6 3 180 6 CSE251 Software Engineering 3 3 0 0 6 3 180 6 CSE315 Discrete Mathematics 2 0 2 0 4 3 150 6 UC4 University Requirement (4) 2 0 0 0 2 2 90 4 29 17 945 34 5 CSE211 Web Programming 3 2 0 0 5 3 165 6 CSE233 Operating Systems 3 2 0 0 5 3 165 6 CSE261 Computer Networks 3 2 0 0 5 3 165 6 CSE281 Image Processing 3 3 0 0 6 3 180 6 AIE111 Artificial Intelligence 3 3 0 0 6 3 180 6 UC5 University Requirement (5) 2 0 0 0 2 2 90 4 29 17 945 34 6 CSE212 Theory of Computation & Compilers 3 3 0 0 6 3 180 6 CSE292 Field Training 2 Computer Science 2 0 0 0 2 2 60 4 CSE352 Systems Analysis & Design 3 2 0 0 5 3 165 6 CSE382 Computer Graphics 3 3 0 0 6 3 180 6 AIE121 Machine Learning 3 3 0 0 6 3 180 6 UC6 University Requirement (6) 2 0 0 0 2 2 90 4
  • 58. 101 Vol. 4: Study Programs MASH Semester Code Course Name LCT LAB TUT OTH CNTCT CH SWL ECTS UE3 Elective University (3) 2 0 0 0 2 2 90 4 29 18 945 36 7 CSE484 Interactive Multimedia 3 2 0 0 5 3 165 6 CSE493 Graduation Project 1 2 0 0 0 2 3 120 6 E1 Elective Course (1) 3 2 2 0 7 3 195 6 E1 Elective Course (1) 3 2 2 0 7 3 195 6 UC7 University Requirement (7) 2 0 0 0 2 2 90 4 23 14 765 28 8 CSE363 Cloud Computing 3 3 0 0 6 3 180 6 CSE383 Computer Vision 3 3 0 0 6 3 180 6 CSE494 Graduation Project 2 2 0 0 0 2 3 120 6 AIE323 Data Mining 3 3 0 0 6 3 180 6 E1 Elective Course (1) 3 2 2 0 7 3 195 6 27 15 855 30 205 127 6825 254 Elective (E1) ELE432 Digital Signal Processing CSE272 Embedded Systems CSE273 Parallel & Distributed Systems CSE322 Big Data Analytics 1 CSE344 Cyber Security CSE363 Cloud Computing CSE446 Information & Computer Networks Security CSE464 Internet of Things
  • 59. 102 Vol. 4: Study Programs MASH CSE475 Distributed Information Systems CSE478 High Performance Computing CSE485 Computer Games Theory CSE486 Selected Topics in Computer Vision CSE487 Mixed & Augmented Reality CSE488 Visualization & Animation AIE231 Neural Networks AIE241 Natural Language Processing AIE314 AI-Based Programming AIE322 Advanced Machine Learning AIE332 Deep Learning AIE342 Advanced Methods for Data Analysis AIE343 Machine Learning for Text Mining BMD431 Medical Image Informatics
  • 60. 103 Vol. 4: Study Programs MASH ‫برنامج‬ ‫احلاسب‬ ‫علوم‬ Computer Science Program III . III. Software Engineering Study Plan Semester Code Course Name LCT LAB TUT OTH CNTCT CH SWL ECTS 1 CSE014 Structured Programming 3 3 0 0 6 3 180 6 PHY211 Physics II 2 2 0 0 4 3 150 6 MAT114 Analytical Geometry & Calculus I 3 2 0 0 5 4 195 8 UC1 University Requirement (1) 2 0 0 0 2 2 90 4 UE1 Elective University (1) 2 0 0 0 2 2 90 4 19 14 705 28 2 CSE015 Object Oriented Programming 3 3 0 0 6 3 180 6 CSE113 Electric & Electronic Circuits 1 3 2 0 6 3 180 6 MAT131 Statistics 1 2 0 0 3 2 105 4 MAT313 Differential Equations & Numerical Analysis 3 2 0 0 5 4 195 8 UC2 University Requirement (2) 2 0 0 0 2 2 90 4 22 14 750 28 3 CSE111 Data Structures 3 3 0 0 6 3 180 6 CSE131 Logic Design 3 2 2 0 7 3 195 6 CSE191 Field Training 1 In Computer Science 2 0 0 0 2 2 60 4
  • 61. 104 Vol. 4: Study Programs MASH Semester Code Course Name LCT LAB TUT OTH CNTCT CH SWL ECTS MAT112 Mathematics II 2 2 0 0 4 3 150 6 MAT231 Probability & Statistics 2 2 0 0 4 3 150 6 UC3 University Requirement (3) 2 0 0 0 2 2 90 4 UE2 Elective University (2) 2 0 0 0 2 2 90 4 27 18 915 36 4 CSE112 Design & Analysis of Algorithms 3 3 0 0 6 3 180 6 CSE132 Computer Architecture & Organization 3 2 0 0 5 3 165 6 CSE221 Database Systems 3 3 0 0 6 3 180 6 CSE251 Software Engineering 3 3 0 0 6 3 180 6 CSE315 Discrete Mathematics 2 0 2 0 4 3 150 6 UC4 University Requirement (4) 2 0 0 0 2 2 90 4 29 17 945 34 5 CSE211 Web Programming 3 2 0 0 5 3 165 6 CSE233 Operating Systems 3 2 0 0 5 3 165 6 CSE241 Security of Information Systems 3 2 0 0 5 3 165 6 CSE261 Computer Networks 3 2 0 0 5 3 165 6 AIE111 Artificial Intelligence 3 3 0 0 6 3 180 6 UC5 University Requirement (5) 2 0 0 0 2 2 90 4 28 17 930 34 6 CSE212 Theory of Computation & Compilers 3 3 0 0 6 3 180 6 CSE292 Field Training 2 Computer Science 2 0 0 0 2 2 60 4 CSE323 Advanced Database Systems 3 3 0 0 6 3 180 6 CSE352 Systems Analysis & Design 3 2 0 0 5 3 165 6 AIE121 Machine Learning 3 3 0 0 6 3 180 6 UC6 University Requirement (6) 2 0 0 0 2 2 90 4
  • 62. 105 Vol. 4: Study Programs MASH Semester Code Course Name LCT LAB TUT OTH CNTCT CH SWL ECTS UE3 Elective University (3) 2 0 0 0 2 2 90 4 29 18 945 36 7 CSE454 Advanced Software Engineering' 3 3 0 0 6 3 180 6 CSE475 Distributed Information Systems 3 3 0 0 6 3 180 6 CSE493 Graduation Project 1 2 0 0 0 2 3 120 6 E1 Elective Course (1) 3 2 2 0 7 3 195 6 UC7 University Requirement (7) 2 0 0 0 2 2 90 4 23 14 765 28 8 CSE363 Cloud Computing 3 3 0 0 6 3 180 6 CSE494 Graduation Project 2 2 0 0 0 2 3 120 6 AIE323 Data Mining 3 3 0 0 6 3 180 6 E1 Elective Course (1) 3 2 2 0 7 3 195 6 E1 Elective Course (1) 3 2 2 0 7 3 195 6 28 15 870 30 205 127 6825 254 Elective (E1) ELE432 Digital Signal Processing CSE271 Introduction to Parallel Computing CSE272 Embedded Systems CSE281 Image Processing CSE312 Advanced Web Programming CSE313 Android Development CSE314 IOS Development CSE322 Big Data Analytics 1
  • 63. 106 Vol. 4: Study Programs MASH CSE344 Cyber Security CSE363 Cloud Computing CSE424 Data Warehousing CSE426 Selected Topics in Data Science CSE453 Building Information Systems CSE455 Selected Topics in Software Engineering CSE464 Internet of Things CSE478 High Performance Computing AIE231 Neural Networks AIE241 Natural Language Processing AIE314 AI-Based Programming AIE322 Advanced Machine Learning AIE332 Deep Learning AIE342 Advanced Methods for Data Analysis AIE343 Machine Learning for Text Mining AIE424 Intelligent Decision Support Systems AIE425 Intelligent Recommender Systems BMD311 Introduction to Bioinformatics BMD312 Clinical Informatics BMD452 Biomedical Text Processing
  • 64. 107 Vol. 4: Study Programs MASH 8 ‫برنامج‬ ‫علوم‬ ‫االصطناعي‬ ‫الذكاء‬ Artificial Intelligence Science Program Program Description – ‫البرنامج‬ ‫يمنح‬ ‫المعرفة‬ ‫والمهارات‬ ‫العميقة‬ ‫المطلوبة‬ ‫لتحويل‬ ‫كميات‬ ‫كبيرة‬ ‫من‬ ‫البيانات‬ ‫إلى‬ ‫قرارات‬ ‫قابلة‬ ‫للتنفيذ‬ . ‫يركز‬ ‫البرنامج‬ ‫ومناهجه‬ ‫على‬ ‫كيفية‬ ‫استخدام‬ ‫المدخالت‬ ‫المعقدة‬ ‫مثل‬ ‫الرؤية‬ ‫واللغة‬ ‫وقواعد‬ ‫البيانات‬ ‫الضخمة‬ ‫في‬ ‫اتخاذ‬ ‫القرارات‬ ‫أو‬ ‫تعزيز‬ ‫القدرات‬ ‫البشرية‬ . – The program grants the deep knowledge and skills needed to transform big amounts of data into executable decisions. The program focuses on how to use complex inputs like vision, languages, and big databases in decision-making and enhance human power. Graduate attributes In addition, the graduate of the Artificial Intelligence Science program has all the modules of graduates of computer science programs. The graduates have the following characteristics intensively. – .‫الذكي‬ ‫العميل‬ ‫وأنظمة‬ ‫برمجيات‬ ‫إنشاء‬ ‫على‬ ‫القدرة‬ – The ability to build software and intelligent agent systems.
  • 65. 108 Vol. 4: Study Programs MASH – .‫وبرمجتهما‬ ‫الطبيعية‬ ‫اللغات‬ ‫على‬ ‫التعرف‬ ‫أنظمة‬ ‫على‬ ‫القدرة‬ – The ability to recognize natural language systems and their implementation. – .‫أدائها‬ ‫وقياس‬ ‫وبرمجتها‬ ‫اآللة‬ ‫تعلم‬ ‫أنظمة‬ ‫إنشاء‬ ‫على‬ ‫القدرة‬ – The ability to build machine-learning systems, implement them, and measure their performance. Job Opportunities – ‫الطبيعية‬ ‫اللغات‬ ‫معالجة‬ ‫في‬ ‫العاملة‬ ‫الدولية‬ ‫الشركات‬ – ‫البرمجة‬ ‫شركات‬ ‫الذكية‬ – ‫الذكية‬ ‫المنازل‬ ‫منتجات‬ ‫تصنيع‬ ‫شركات‬ – ‫الرقمي‬ ‫التحول‬ ‫شركات‬ .‫الناشئة‬ – International companies working in natural languages processing – Smart programming companies – Smart home components manufacturers – digital transformation companies’ startups Bench Mark – ‫لضمان‬ ‫القومية‬ ‫الهيئة‬ ‫من‬ ‫الصادرة‬ ‫والمهارات‬ ‫المعارف‬ ‫البرنامج‬ ‫تبني‬ ‫وقد‬ ( ‫واالعتماد‬ ‫التعليم‬ ‫جودة‬ NARS ‫والتي‬ ‫والمعلومات‬ ‫الحاسبات‬ ‫لخريجي‬ ) ‫التالي‬ ‫الرابط‬ ‫خالل‬ ‫من‬ ‫عليها‬ ‫االطالع‬ ‫يمكن‬ – The program has adopted the general knowledge and skills issued from the National authority for quality assurance and accreditation of education (NARS) for computer science graduate which can be found through the following link. http://naqaae.eg/wp-content/uploads/2014/PDF/26.pdf – ‫جامعة‬ ‫في‬ ‫الحاسبات‬ ‫كليات‬ ‫للوائح‬ ‫والرجوع‬ ‫االطالع‬ ‫تم‬ ‫ستانفورد‬ – ‫ميلون‬ ‫كارنيجي‬ - ‫النيل‬ ‫جامعة‬ – . – The bylaws of computer science faculties have been studied and referenced in the following universities: Stanford University – Carnegie Mellon University – Nile University. https://www.cs.cmu.edu/bs-in-artificial-intelligence/curriculum
  • 66. 109 Vol. 4: Study Programs MASH – ‫للحوسبة‬ ‫المرجعية‬ ‫المعايير‬ – Computer Reference Standard https://www.abet.org/accreditation/accreditation-criteria/criteria-for-accrediting-computing-programs-2018-2019/
  • 67. 110 Vol. 4: Study Programs MASH ‫برنامج‬ ‫علوم‬ ‫االصطناعي‬ ‫الذكاء‬ Artificial Intelligence Science Program Study Plan Semester Code Course Name LCT LAB TUT OTH CNTCT CH SWL ECTS 1 CSE014 Structured Programming 3 3 0 0 6 3 180 6 PHY211 Physics II 2 2 0 0 4 3 150 6 MAT114 Analytical Geometry & Calculus I 3 2 0 0 5 4 195 8 UC1 University Requirement (1) 2 0 0 0 2 2 90 4 UE1 Elective University (1) 2 0 0 0 2 2 90 4 UE2 Elective University (2) 2 0 0 0 2 2 90 4 21 16 795 32 2 CSE015 Object Oriented Programming 3 3 0 0 6 3 180 6 CSE113 Electric & Electronic Circuits 1 3 2 0 6 3 180 6 MAT131 Statistics 1 2 0 0 3 2 105 4 MAT313 Differential Equations & Numerical Analysis 3 2 0 0 5 4 195 8 UC2 University Requirement (2) 2 0 0 0 2 2 90 4 UC3 University Requirement (3) 2 0 0 0 2 2 90 4 24 16 840 32 3 CSE111 Data Structures 3 3 0 0 6 3 180 6 CSE131 Logic Design 3 2 2 0 7 3 195 6
  • 68. 111 Vol. 4: Study Programs MASH Semester Code Course Name LCT LAB TUT OTH CNTCT CH SWL ECTS AIE111 Artificial Intelligence 3 3 0 0 6 3 180 6 AIE191 Field Training 1 In AI Science 2 0 0 0 2 2 60 4 MAT112 Mathematics II 2 2 0 0 4 3 150 6 MAT231 Probability & Statistics 2 2 0 0 4 3 150 6 UC4 University Requirement (4) 2 0 0 0 2 2 90 4 31 19 1005 38 4 CSE112 Design & Analysis of Algorithms 3 3 0 0 6 3 180 6 CSE132 Computer Architecture & Organization 3 2 0 0 5 3 165 6 CSE221 Database Systems 3 3 0 0 6 3 180 6 CSE251 Software Engineering 3 3 0 0 6 3 180 6 CSE315 Discrete Mathematics 2 0 2 0 4 3 150 6 AIE121 Machine Learning 3 3 0 0 6 3 180 6 33 18 1035 36 5 CSE233 Operating Systems 3 2 0 0 5 3 165 6 CSE261 Computer Networks 3 2 0 0 5 3 165 6 CSE281 Image Processing 3 3 0 0 6 3 180 6 AIE241 Natural Language Processing 3 3 0 0 6 3 180 6 AIE323 Data Mining 3 3 0 0 6 3 180 6 UE3 Elective University (3) 2 0 0 0 2 2 90 4 30 17 960 34 6 AIE212 Knowledge-Based Systems 3 3 0 0 6 3 180 6 AIE213 Optimization Techniques 3 0 3 0 6 3 180 6 AIE231 Neural Networks 3 3 0 0 6 3 180 6 AIE292 Field Training 2 In AI Science 2 0 0 0 2 3 90 6 AIE343 Machine Learning for Text Mining 3 3 0 0 6 3 180 6
  • 69. 112 Vol. 4: Study Programs MASH Semester Code Course Name LCT LAB TUT OTH CNTCT CH SWL ECTS E1 Elective Course (1) 3 3 0 0 6 3 180 6 UC5 University Requirement (5) 2 0 0 0 2 2 90 4 34 20 1080 40 7 AIE322 Advanced Machine Learning 3 3 0 0 6 3 180 6 AIE425 Intelligent Recommender Systems 3 3 0 0 6 3 180 6 AIE493 Graduation Project 1 2 0 0 0 2 3 120 6 E1 Elective Course (1) 3 3 0 0 6 3 180 6 UC6 University Requirement (6) 2 0 0 0 2 2 90 4 22 14 750 28 8 CSE363 Cloud Computing 3 3 0 0 6 3 180 6 AIE424 Intelligent Decision Support Systems 3 3 0 0 6 3 180 6 AIE494 Graduation Project 2 2 0 0 0 2 3 120 6 E1 Elective Course (1) 3 3 0 0 6 3 180 6 UC7 University Requirement (7) 2 0 0 0 2 2 90 4 22 14 750 28 217 134 7215 262 Elective (E1) ELE432 Digital Signal Processing CSE212 Theory of Computation & Compilers CSE272 Embedded Systems CSE322 Big Data Analytics 1 CSE382 Computer Graphics CSE383 Computer Vision CSE464 Internet of Things
  • 70. 113 Vol. 4: Study Programs MASH CSE478 High Performance Computing CSE485 Computer Games Theory CSE487 Mixed & Augmented Reality CSE488 Visualization & Animation AIE314 AI-Based Programming AIE315 Computational Logic AIE316 Evolutionary Algorithms AIE332 Deep Learning AIE342 Advanced Methods for Data Analysis AIE351 Robotics Design AIE417 Selected Topics in Artificial Intelligence 1 AIE418 Selected Topics in Artificial Intelligence 2 AIE426 Decision Making Under Uncertainty AIE427 Statistical Pattern Recognition AIE444 Question Answering Systems AIE457 Mobile Robot Development
  • 71. 114 Vol. 4: Study Programs MASH 9 ‫برنامج‬ ‫احليوية‬ ‫الطبية‬ ‫املعلوماتية‬ Biomedical Informatics Program Program Description – ‫وقياسات‬ ‫بيانات‬ ‫على‬ ‫المعتمدة‬ ‫المعلوماتية‬ ‫النظم‬ ‫بتطوير‬ ‫البرنامج‬ ‫يهتم‬ ‫والتعرف‬ ‫البيانات‬ ‫تلك‬ ‫وتحليل‬ ،‫مغناطيسي‬ ‫ورنين‬ ‫أشعة‬ ‫وصور‬ ‫طبية‬ .‫عليها‬ – The program focuses on developing Informatics systems that depend on medical data and measurements, Radiology images, and magnetic resonance. Then, recognize and analyze these data. Graduate attributes In addition, the graduate of the Biomedical Informatics program has all the modules of graduates of computer Science programs. The graduates have the following characteristics intensively – ‫على‬ ‫القدرة‬ ‫طبية‬ ‫وقياسات‬ ‫بيانات‬ ‫على‬ ‫المعتمدة‬ ‫المعلوماتية‬ ‫النظم‬ ‫تطوير‬ – The ability to develop informatics systems that depend on medical data and measurements.
  • 72. 115 Vol. 4: Study Programs MASH – ‫القدرة‬ ‫الطبية‬ ‫األشعة‬ ‫صور‬ ‫تدمج‬ ‫برمجيات‬ ‫انشاء‬ ‫على‬ ‫والرنين‬ ‫منها‬ ‫الصادرة‬ ‫البيانات‬ ‫بتحليل‬ ‫وتقوم‬ ‫الطبية‬ ‫والقياسات‬ ،‫المغناطيسي‬ – The ability to build software that embed radiology photos, magnetic resonance, and medical measurements; to analyze the data outcome from them Job Opportunities – ‫الطبية‬ ‫النظم‬ ‫في‬ ‫العاملة‬ ‫الشركات‬ – ‫في‬ ‫المعلومات‬ ‫تكنولوجيا‬ ‫إدارات‬ ‫الصحي‬ ‫التامين‬ ‫شركات‬ . – Companies working in medical systems – Information technology department in health care companies. Bench Mark – ‫كلي‬ ‫للوائح‬ ‫والرجوع‬ ‫االطالع‬ ‫تم‬ ‫الحاسبات‬ ‫ات‬ ‫برنامج‬ ‫تقدم‬ ‫التي‬ ‫المعلوماتية‬ ‫الحيوية‬ ‫الطبية‬ ‫في‬ ‫ستانفورد‬ ‫جامعة‬ - ‫جامعة‬ ‫النيل‬ – The bylaws of computer science faculties that offer Biomedical Informatics program in Stanford University - Nile University.
  • 73. 116 Vol. 4: Study Programs MASH ‫برنامج‬ ‫احليوية‬ ‫الطبية‬ ‫املعلوماتية‬ Biomedical Informatics Program Study Plan Semester Code Course Name LCT LAB TUT OTH CNTCT CH SWL ECTS 1 CSE014 Structured Programming 3 3 0 0 6 3 180 6 PHY261 Biophysics 2 2 0 0 4 3 150 6 MAT114 Analytical Geometry & Calculus I 3 2 0 0 5 4 195 8 UC1 University Requirement (1) 2 0 0 0 2 2 90 4 UE1 Elective University (1) 2 0 0 0 2 2 90 4 19 14 705 28 2 CSE015 Object Oriented Programming 3 3 0 0 6 3 180 6 BIO241 Biology II 2 2 0 0 4 3 150 6 MAT131 Statistics 1 2 0 0 3 2 105 4 MAT313 Differential Equations & Numerical Analysis 3 2 0 0 5 4 195 8 UC2 University Requirement (2) 2 0 0 0 2 2 90 4 20 14 720 28 3 CSE111 Data Structures 3 3 0 0 6 3 180 6 CSE131 Logic Design 3 2 2 0 7 3 195 6 BMD191 Field Training 1 In Biomedical Informatics 2 0 0 0 2 2 60 4 BIO322 Basic Biochemistry 2 3 0 0 5 3 165 6 MAT112 Mathematics II 2 2 0 0 4 3 150 6 UC3 University Requirement (3) 2 0 0 0 2 2 90 4
  • 74. 117 Vol. 4: Study Programs MASH Semester Code Course Name LCT LAB TUT OTH CNTCT CH SWL ECTS UE2 Elective University (2) 2 0 0 0 2 2 90 4 28 18 930 36 4 CSE112 Design & Analysis of Algorithms 3 3 0 0 6 3 180 6 CSE221 Database Systems 3 3 0 0 6 3 180 6 CSE251 Software Engineering 3 3 0 0 6 3 180 6 CSE315 Discrete Mathematics 2 0 2 0 4 3 150 6 BMD241 Human Physiology 3 2 2 0 7 3 195 6 UC4 University Requirement (4) 2 0 0 0 2 2 90 4 31 17 975 34 5 CSE261 Computer Networks 3 2 0 0 5 3 165 6 CSE281 Image Processing 3 3 0 0 6 3 180 6 AIE111 Artificial Intelligence 3 3 0 0 6 3 180 6 BMD311 Introduction to Bioinformatics 3 2 2 0 7 3 195 6 BMD351 Biomedical Data Acquisition 3 2 2 0 7 3 195 6 UC5 University Requirement (5) 2 0 0 0 2 2 90 4 33 17 1005 34 6 CSE352 Systems Analysis & Design 3 2 0 0 5 3 165 6 BMD292 Field Training 2 In Biomedical Informatics 2 0 0 0 2 2 60 4 BMD312 Clinical Informatics 3 2 2 0 7 3 195 6 BMD361 Biomedical Statistics 3 2 2 0 7 3 195 6 E1 Elective Course (1) 2 2 0 0 4 3 150 6 UC6 University Requirement (6) 2 0 0 0 2 2 90 4 UE3 Elective University (3) 2 0 0 0 2 2 90 4 29 18 945 36 BMD421 Biomedical Information Systems 3 2 2 0 7 3 195 6
  • 75. 118 Vol. 4: Study Programs MASH Semester Code Course Name LCT LAB TUT OTH CNTCT CH SWL ECTS 7 BMD431 Medical Image Informatics 3 2 2 0 7 3 195 6 BMD493 Graduation Project 1 0 0 0 0 0 3 90 6 E1 Elective Course (1) 2 2 0 0 4 3 150 6 UC7 University Requirement (7) 2 0 0 0 2 2 90 4 20 14 720 28 8 BMD413 Structural Bioinformatics 3 2 2 0 7 3 195 6 BMD494 Graduation Project 2 0 0 0 0 0 3 90 6 E1 Elective Course (1) 2 2 0 0 4 3 150 6 E1 Elective Course (1) 2 2 0 0 4 3 150 6 E1 Elective Course (1) 2 2 0 0 4 3 150 6 19 15 735 30 199 127 6735 254 Elective (E1) ELE113 Electrical Drawing ELE432 Digital Signal Processing CSE132 Computer Architecture & Organization CSE211 Web Programming CSE212 Theory of Computation & Compilers CSE233 Operating Systems CSE241 Security of Information Systems CSE272 Embedded Systems CSE273 Parallel & Distributed Systems CSE322 Big Data Analytics 1 CSE363 Cloud Computing