Lecture "Software Design Reviews" in Object Oriented Software Engineering course at Beaconhouse National University Lahore for Spring 2017 Semester by Hafiz Ammar Siddiqui
Lecture "Refactoring" in Object Oriented Software Engineering course at Beaconhouse National University Lahore for Spring 2017 Semester by Hafiz Ammar Siddiqui
Lecture "Introduction to Software Engineering" in Object Oriented Software Engineering course at Beaconhouse National University Lahore for Spring 2017 Semester by Hafiz Ammar Siddiqui
Lecture "Software Anti Design Patterns" in Object Oriented Software Engineering course at Beaconhouse National University Lahore for Spring 2017 Semester by Hafiz Ammar Siddiqui
Lecture "Object Oriented Analysis" in Object Oriented Software Engineering course at Beaconhouse National University Lahore for Spring 2017 Semester by Hafiz Ammar Siddiqui
Lecture "Software Design" in Object Oriented Software Engineering course at Beaconhouse National University Lahore for Spring 2017 Semester by Hafiz Ammar Siddiqui
Lecture "Software Verification and Validation" in Object Oriented Software Engineering course at Beaconhouse National University Lahore for Spring 2017 Semester by Hafiz Ammar Siddiqui
Machine Learning in Software EngineeringAlaa Hamouda
Software is nowadays a critical component of our lives and everyday-work working activities. However, as the technological infrastructure of the modern world evolves a great challenge arises for developing high quality software systems with increasing size and complexity. Software engineers and researchers are striving to meet this challenge by developing and implementing software engineering methodologies able to deliver software products of high quality, within budget and time constraints. The field of machine learning in software engineering has recently emerged to provide means for addressing, studying, analyzing, and understanding critical software development issues and at the same time to offer mature machine learning techniques such as artificial neural network, Bayesian networks, decision trees, fuzzy logic, genetic algorithms, and rule induction. Machine learning algorithms have proven to be of great practical value to software engineering. Not surprisingly, the field of software engineering turns out to be a fertile ground where many software development tasks could be formulated as learning problems and approached in terms of learning algorithms. In this paper, we first take a look at the characteristics and applicability of some frequently utilized machine learning algorithms. We then present the application of machine learning in the different phases of software engineering that include project planning, requirements analysis, design, implementation, testing and maintenance.
This is a review presentation of a research paper on machine learning. The importance of ML applications for software engineering have been discussed in this paper.
Lecture "Refactoring" in Object Oriented Software Engineering course at Beaconhouse National University Lahore for Spring 2017 Semester by Hafiz Ammar Siddiqui
Lecture "Introduction to Software Engineering" in Object Oriented Software Engineering course at Beaconhouse National University Lahore for Spring 2017 Semester by Hafiz Ammar Siddiqui
Lecture "Software Anti Design Patterns" in Object Oriented Software Engineering course at Beaconhouse National University Lahore for Spring 2017 Semester by Hafiz Ammar Siddiqui
Lecture "Object Oriented Analysis" in Object Oriented Software Engineering course at Beaconhouse National University Lahore for Spring 2017 Semester by Hafiz Ammar Siddiqui
Lecture "Software Design" in Object Oriented Software Engineering course at Beaconhouse National University Lahore for Spring 2017 Semester by Hafiz Ammar Siddiqui
Lecture "Software Verification and Validation" in Object Oriented Software Engineering course at Beaconhouse National University Lahore for Spring 2017 Semester by Hafiz Ammar Siddiqui
Machine Learning in Software EngineeringAlaa Hamouda
Software is nowadays a critical component of our lives and everyday-work working activities. However, as the technological infrastructure of the modern world evolves a great challenge arises for developing high quality software systems with increasing size and complexity. Software engineers and researchers are striving to meet this challenge by developing and implementing software engineering methodologies able to deliver software products of high quality, within budget and time constraints. The field of machine learning in software engineering has recently emerged to provide means for addressing, studying, analyzing, and understanding critical software development issues and at the same time to offer mature machine learning techniques such as artificial neural network, Bayesian networks, decision trees, fuzzy logic, genetic algorithms, and rule induction. Machine learning algorithms have proven to be of great practical value to software engineering. Not surprisingly, the field of software engineering turns out to be a fertile ground where many software development tasks could be formulated as learning problems and approached in terms of learning algorithms. In this paper, we first take a look at the characteristics and applicability of some frequently utilized machine learning algorithms. We then present the application of machine learning in the different phases of software engineering that include project planning, requirements analysis, design, implementation, testing and maintenance.
This is a review presentation of a research paper on machine learning. The importance of ML applications for software engineering have been discussed in this paper.
perfect for college presentation to speak about the prototype model for 5 minutes or can be extended according to the explanation given by the student or presenter about the diagram that shows the phases,
Lecture "Software Project Management" in Object Oriented Software Engineering course at Beaconhouse National University Lahore for Spring 2017 Semester by Hafiz Ammar Siddiqui
perfect for college presentation to speak about the prototype model for 5 minutes or can be extended according to the explanation given by the student or presenter about the diagram that shows the phases,
Lecture "Software Project Management" in Object Oriented Software Engineering course at Beaconhouse National University Lahore for Spring 2017 Semester by Hafiz Ammar Siddiqui
Software Process Models, The Linear Sequential Model, The Prototyping Model, The RAD Model, Evolutionary Process Models, Agile Process Model, Component-Based Development, Process, Product and Process.
Agile Unified Process (AUP) is based on Rational Unified Process (RUP). AUP uses an agile approach which focuses on both the larger life-cycle and the iterations within each step to deliver incremental releases over time.
This slide is for software engineering subject which may help you to better understanding. You can also gain knowledge in software engineering subject.
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Lecture "Object Oriented Design Heuristics" in Object Oriented Software Engineering course at Beaconhouse National University Lahore for Spring 2017 Semester by Hafiz Ammar Siddiqui
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Read| The latest issue of The Challenger is here! We are thrilled to announce that our school paper has qualified for the NATIONAL SCHOOLS PRESS CONFERENCE (NSPC) 2024. Thank you for your unwavering support and trust. Dive into the stories that made us stand out!
Acetabularia Information For Class 9 .docxvaibhavrinwa19
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June 3, 2024 Anti-Semitism Letter Sent to MIT President Kornbluth and MIT Cor...Levi Shapiro
Letter from the Congress of the United States regarding Anti-Semitism sent June 3rd to MIT President Sally Kornbluth, MIT Corp Chair, Mark Gorenberg
Dear Dr. Kornbluth and Mr. Gorenberg,
The US House of Representatives is deeply concerned by ongoing and pervasive acts of antisemitic
harassment and intimidation at the Massachusetts Institute of Technology (MIT). Failing to act decisively to ensure a safe learning environment for all students would be a grave dereliction of your responsibilities as President of MIT and Chair of the MIT Corporation.
This Congress will not stand idly by and allow an environment hostile to Jewish students to persist. The House believes that your institution is in violation of Title VI of the Civil Rights Act, and the inability or
unwillingness to rectify this violation through action requires accountability.
Postsecondary education is a unique opportunity for students to learn and have their ideas and beliefs challenged. However, universities receiving hundreds of millions of federal funds annually have denied
students that opportunity and have been hijacked to become venues for the promotion of terrorism, antisemitic harassment and intimidation, unlawful encampments, and in some cases, assaults and riots.
The House of Representatives will not countenance the use of federal funds to indoctrinate students into hateful, antisemitic, anti-American supporters of terrorism. Investigations into campus antisemitism by the Committee on Education and the Workforce and the Committee on Ways and Means have been expanded into a Congress-wide probe across all relevant jurisdictions to address this national crisis. The undersigned Committees will conduct oversight into the use of federal funds at MIT and its learning environment under authorities granted to each Committee.
• The Committee on Education and the Workforce has been investigating your institution since December 7, 2023. The Committee has broad jurisdiction over postsecondary education, including its compliance with Title VI of the Civil Rights Act, campus safety concerns over disruptions to the learning environment, and the awarding of federal student aid under the Higher Education Act.
• The Committee on Oversight and Accountability is investigating the sources of funding and other support flowing to groups espousing pro-Hamas propaganda and engaged in antisemitic harassment and intimidation of students. The Committee on Oversight and Accountability is the principal oversight committee of the US House of Representatives and has broad authority to investigate “any matter” at “any time” under House Rule X.
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Exploiting Artificial Intelligence for Empowering Researchers and Faculty, In...Dr. Vinod Kumar Kanvaria
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By Dr. Vinod Kumar Kanvaria
A Strategic Approach: GenAI in EducationPeter Windle
Artificial Intelligence (AI) technologies such as Generative AI, Image Generators and Large Language Models have had a dramatic impact on teaching, learning and assessment over the past 18 months. The most immediate threat AI posed was to Academic Integrity with Higher Education Institutes (HEIs) focusing their efforts on combating the use of GenAI in assessment. Guidelines were developed for staff and students, policies put in place too. Innovative educators have forged paths in the use of Generative AI for teaching, learning and assessments leading to pockets of transformation springing up across HEIs, often with little or no top-down guidance, support or direction.
This Gasta posits a strategic approach to integrating AI into HEIs to prepare staff, students and the curriculum for an evolving world and workplace. We will highlight the advantages of working with these technologies beyond the realm of teaching, learning and assessment by considering prompt engineering skills, industry impact, curriculum changes, and the need for staff upskilling. In contrast, not engaging strategically with Generative AI poses risks, including falling behind peers, missed opportunities and failing to ensure our graduates remain employable. The rapid evolution of AI technologies necessitates a proactive and strategic approach if we are to remain relevant.
Macroeconomics- Movie Location
This will be used as part of your Personal Professional Portfolio once graded.
Objective:
Prepare a presentation or a paper using research, basic comparative analysis, data organization and application of economic information. You will make an informed assessment of an economic climate outside of the United States to accomplish an entertainment industry objective.
1. Software Design
Reviews
FROM: HAFIZ AMMAR SIDDIQUI – COURSE: OBJECT ORIENTED SOFTWARE ENGINEERING – INSTITUTE: BEACONHOUSE NATIONAL UNIVERSITY
2. Software Design Reviews
■ [IEEE] A formal meeting at which a system's preliminary or detailed design is
presented to the user, customer, or other interested parties for comment and
approval
■ Systematic, comprehensive, and well-documented inspection of design
– Check whether the specified design requirements are acceptable
– Examine whether the design meets all the specified requirements
– Identify the problems in the design process
■ Include all artifacts produced as a deliverableof a software
– Design
– Source Code
– Documentation
FROM: HAFIZ AMMAR SIDDIQUI – COURSE: OBJECT ORIENTED SOFTWARE ENGINEERING – INSTITUTE: BEACONHOUSE NATIONAL UNIVERSITY
3. Informal Reviews
FROM: HAFIZ AMMAR SIDDIQUI – COURSE: OBJECT ORIENTED SOFTWARE ENGINEERING – INSTITUTE: BEACONHOUSE NATIONAL UNIVERSITY
4. Informal Reviews
■ Conducted as needed throughout the development life cycle
■ Lead by the author / developer / designer as one to one discussion with peers
■ Goal is to improvethe qualityof an artifact
■ Not documented or reported
■ Walk through is a method of conducting an informal review
– Author presents the artifact to peers
– Author walks through the artifact
– All peers participate equally in review process
– Peers point out suggestions or defects
– Outcome is not noted or usually hand written
FROM: HAFIZ AMMAR SIDDIQUI – COURSE: OBJECT ORIENTED SOFTWARE ENGINEERING – INSTITUTE: BEACONHOUSE NATIONAL UNIVERSITY
5. Formal Technical Reviews
FROM: HAFIZ AMMAR SIDDIQUI – COURSE: OBJECT ORIENTED SOFTWARE ENGINEERING – INSTITUTE: BEACONHOUSE NATIONAL UNIVERSITY
6. Formal Technical Reviews
■ Properly planned usually at the end of every development life cycle phase
■ Lead by the manager as a meeting with team
■ Goal is to verify and validatean artifact
■ Very well documented and reported
■ Inspection is a method of conducting a formal review
– Team manager presents the artifact to team
– Team reviews the artifact
– Each team member is assigned a fixed role in review process
– Team members point out suggestions or defects
– Outcome is in the form of a detailed report
FROM: HAFIZ AMMAR SIDDIQUI – COURSE: OBJECT ORIENTED SOFTWARE ENGINEERING – INSTITUTE: BEACONHOUSE NATIONAL UNIVERSITY
7. Reference
■ Using UML: Software Engineering with Objects and Components by Perdita Stevens,
Rob Pooley, Addison-Wesley, 2006
FROM: HAFIZ AMMAR SIDDIQUI – COURSE: OBJECT ORIENTED SOFTWARE ENGINEERING – INSTITUTE: BEACONHOUSE NATIONAL UNIVERSITY