This document outlines the process of self-assessment for academic programs at the University of the Punjab. It discusses the purpose and objectives of assessment, the elements and steps in the assessment process, and the eight criteria used for self-assessment, which include program mission and objectives, curriculum, facilities, student support, processes, faculty, institutional facilities, and institutional support. It provides updates on the status of self-assessment activities, including the formation of program teams, review of reports, and future plans to encourage participation and follow-up.
Applying NEASC Best Practices to Ensure the Quality of Online Programsmarando
Brandeis University’s Division of Graduate Professional Studies offers entire graduate certificate and degree programs via distance learning. This presentation illustrates how the Division recently applied NEASC Best Practices for Electronically Offered Degree and Certificate Programs to self-assess and assure the quality of its online programs, resulting in a successful re-accreditation.
Impact of SA process on Quality Improvement in HEIsMd. Nazrul Islam
After completion of the presentation, the participants will be able to know the :
- Introduction and background of SA
- Purpose of SA Process
- Quality Assurance in Higher Education of Bangladesh
- Self-Assessment Process at the program level
- IQAC at SAU
- Conclusion
Evaluate and improve high school students for some skills using quality funct...Rania Elrifai
5. RECOMMENDATIONS
Due to the needing for the inevitable to raise the level of academic must attention means that enable to improve the level of education , which has become the other nations advanced dramatically despite the fact that these methods do not cost a lot of money, time and effort g spite of the results that will return us over time, which will advance our Islamic nation, especially the Arab world General, and therefore we recommend in our study that the characteristics we have learned to be starting out in the early stages, even before the beginning of the school stage( kindergarten),
for example, enable the child to display a simple subject and talk about it in front of his colleagues earned many skills, including the courageous confrontation, connect with others and instil confidence that makes a strong base for the personal leadership of the children, and do not forget that the child is affected by the environment around them, so take care of this opportunity to improve our future generations, through our study, there are some of the things want to be displayed and recommend as the following:
2. Use laptops instead of bags that weigh weights strain our children as well as the ease to download the curriculum according to each level
3. The use of laptop computers to facilitate the process of Internet connectivity and to keep pace with scientific development.
4. Focus on the internet linking and connection with as consideration a part of topics of courses inside the
International Journal of Science and Engineering Applications
Volume 7–Issue 10,401-405, 2018, ISSN:-2319–7560
405
curriculum for raising the education quality level of each level.
5. Concern on these skills from the beginning of the school at first stage as consider the basic level is the base for future a generation.
6. Mainstreaming the introduction of these skills in the early stages of the study as consider there are available applications but need funder and support from the government.
7. Support the confidence of children through the presentation in front of his colleagues and his parents are present.
6. ACKNOWLEDGMENT
In this study, I would like to thank Dr. Galal Abdella. Assistant Professor of the faculty of the Faculty of Engineering, Benghazi University, Department of Industrial and Manufacturing Engineering, who taught us this scientific material in the master degree in 2014 AD, which he has provided us with a lot of information and which has always been a race for creative ideas. By equipping students to the level of international universities. All thanks and appreciation
Applying NEASC Best Practices to Ensure the Quality of Online Programsmarando
Brandeis University’s Division of Graduate Professional Studies offers entire graduate certificate and degree programs via distance learning. This presentation illustrates how the Division recently applied NEASC Best Practices for Electronically Offered Degree and Certificate Programs to self-assess and assure the quality of its online programs, resulting in a successful re-accreditation.
Impact of SA process on Quality Improvement in HEIsMd. Nazrul Islam
After completion of the presentation, the participants will be able to know the :
- Introduction and background of SA
- Purpose of SA Process
- Quality Assurance in Higher Education of Bangladesh
- Self-Assessment Process at the program level
- IQAC at SAU
- Conclusion
Evaluate and improve high school students for some skills using quality funct...Rania Elrifai
5. RECOMMENDATIONS
Due to the needing for the inevitable to raise the level of academic must attention means that enable to improve the level of education , which has become the other nations advanced dramatically despite the fact that these methods do not cost a lot of money, time and effort g spite of the results that will return us over time, which will advance our Islamic nation, especially the Arab world General, and therefore we recommend in our study that the characteristics we have learned to be starting out in the early stages, even before the beginning of the school stage( kindergarten),
for example, enable the child to display a simple subject and talk about it in front of his colleagues earned many skills, including the courageous confrontation, connect with others and instil confidence that makes a strong base for the personal leadership of the children, and do not forget that the child is affected by the environment around them, so take care of this opportunity to improve our future generations, through our study, there are some of the things want to be displayed and recommend as the following:
2. Use laptops instead of bags that weigh weights strain our children as well as the ease to download the curriculum according to each level
3. The use of laptop computers to facilitate the process of Internet connectivity and to keep pace with scientific development.
4. Focus on the internet linking and connection with as consideration a part of topics of courses inside the
International Journal of Science and Engineering Applications
Volume 7–Issue 10,401-405, 2018, ISSN:-2319–7560
405
curriculum for raising the education quality level of each level.
5. Concern on these skills from the beginning of the school at first stage as consider the basic level is the base for future a generation.
6. Mainstreaming the introduction of these skills in the early stages of the study as consider there are available applications but need funder and support from the government.
7. Support the confidence of children through the presentation in front of his colleagues and his parents are present.
6. ACKNOWLEDGMENT
In this study, I would like to thank Dr. Galal Abdella. Assistant Professor of the faculty of the Faculty of Engineering, Benghazi University, Department of Industrial and Manufacturing Engineering, who taught us this scientific material in the master degree in 2014 AD, which he has provided us with a lot of information and which has always been a race for creative ideas. By equipping students to the level of international universities. All thanks and appreciation
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Empowering the Data Analytics Ecosystem: A Laser Focus on Value
The data analytics ecosystem thrives when every component functions at its peak, unlocking the true potential of data. Here's a laser focus on key areas for an empowered ecosystem:
1. Democratize Access, Not Data:
Granular Access Controls: Provide users with self-service tools tailored to their specific needs, preventing data overload and misuse.
Data Catalogs: Implement robust data catalogs for easy discovery and understanding of available data sources.
2. Foster Collaboration with Clear Roles:
Data Mesh Architecture: Break down data silos by creating a distributed data ownership model with clear ownership and responsibilities.
Collaborative Workspaces: Utilize interactive platforms where data scientists, analysts, and domain experts can work seamlessly together.
3. Leverage Advanced Analytics Strategically:
AI-powered Automation: Automate repetitive tasks like data cleaning and feature engineering, freeing up data talent for higher-level analysis.
Right-Tool Selection: Strategically choose the most effective advanced analytics techniques (e.g., AI, ML) based on specific business problems.
4. Prioritize Data Quality with Automation:
Automated Data Validation: Implement automated data quality checks to identify and rectify errors at the source, minimizing downstream issues.
Data Lineage Tracking: Track the flow of data throughout the ecosystem, ensuring transparency and facilitating root cause analysis for errors.
5. Cultivate a Data-Driven Mindset:
Metrics-Driven Performance Management: Align KPIs and performance metrics with data-driven insights to ensure actionable decision making.
Data Storytelling Workshops: Equip stakeholders with the skills to translate complex data findings into compelling narratives that drive action.
Benefits of a Precise Ecosystem:
Sharpened Focus: Precise access and clear roles ensure everyone works with the most relevant data, maximizing efficiency.
Actionable Insights: Strategic analytics and automated quality checks lead to more reliable and actionable data insights.
Continuous Improvement: Data-driven performance management fosters a culture of learning and continuous improvement.
Sustainable Growth: Empowered by data, organizations can make informed decisions to drive sustainable growth and innovation.
By focusing on these precise actions, organizations can create an empowered data analytics ecosystem that delivers real value by driving data-driven decisions and maximizing the return on their data investment.
Explore our comprehensive data analysis project presentation on predicting product ad campaign performance. Learn how data-driven insights can optimize your marketing strategies and enhance campaign effectiveness. Perfect for professionals and students looking to understand the power of data analysis in advertising. for more details visit: https://bostoninstituteofanalytics.org/data-science-and-artificial-intelligence/
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...Subhajit Sahu
Abstract — Levelwise PageRank is an alternative method of PageRank computation which decomposes the input graph into a directed acyclic block-graph of strongly connected components, and processes them in topological order, one level at a time. This enables calculation for ranks in a distributed fashion without per-iteration communication, unlike the standard method where all vertices are processed in each iteration. It however comes with a precondition of the absence of dead ends in the input graph. Here, the native non-distributed performance of Levelwise PageRank was compared against Monolithic PageRank on a CPU as well as a GPU. To ensure a fair comparison, Monolithic PageRank was also performed on a graph where vertices were split by components. Results indicate that Levelwise PageRank is about as fast as Monolithic PageRank on the CPU, but quite a bit slower on the GPU. Slowdown on the GPU is likely caused by a large submission of small workloads, and expected to be non-issue when the computation is performed on massive graphs.
Adjusting primitives for graph : SHORT REPORT / NOTESSubhajit Sahu
Graph algorithms, like PageRank Compressed Sparse Row (CSR) is an adjacency-list based graph representation that is
Multiply with different modes (map)
1. Performance of sequential execution based vs OpenMP based vector multiply.
2. Comparing various launch configs for CUDA based vector multiply.
Sum with different storage types (reduce)
1. Performance of vector element sum using float vs bfloat16 as the storage type.
Sum with different modes (reduce)
1. Performance of sequential execution based vs OpenMP based vector element sum.
2. Performance of memcpy vs in-place based CUDA based vector element sum.
3. Comparing various launch configs for CUDA based vector element sum (memcpy).
4. Comparing various launch configs for CUDA based vector element sum (in-place).
Sum with in-place strategies of CUDA mode (reduce)
1. Comparing various launch configs for CUDA based vector element sum (in-place).
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Data and AI
Round table discussion of vector databases, unstructured data, ai, big data, real-time, robots and Milvus.
A lively discussion with NJ Gen AI Meetup Lead, Prasad and Procure.FYI's Co-Found
1. IN THE NAME OF ALLAH, THE MOST
MERCIFUL,
THE MOST BENEFICENT
2. QUALITY ENHANCEMENT CELL
PROF. DR. AAMIR IJAZ
(DIRECTOR QEC & IQTM)
University of the Punjab,
Quaid-e-Azam Campus,
Lahore 54590.
3. ASSESSMENT
Assessment is a systematic process of
gathering, reviewing and using important
quantitative and qualitative data and
information from multiple and diverse
sources about educational programs, for
the purpose of improving student learning,
and evaluating whether academic and
learning standards are being met.
The assessment process culminates when
assessment results are used to improve
student learning.
4. ELEMENTS OF A SUCCESSFUL
ASSESSMENT PROGRAM
Purpose identification
Outcomes identification
Measurements and evaluation design
Data collection
Analysis and evaluation
Decision-making regarding corrective and
preventive actions to be taken.
5. OBJECTIVES OF SELF ASSESSMENT
Improvement and maintenance academic
standards.
Enhancement of student’s learning.
Verification of the existing programs to
meet their objectives and institutional
goals.
Providing feedback for quality assurance
of academic programs.
6. COMPONENTS OF SELF ASSESSMENT
PROCESS
Criteria : Eight Criteria for Self
assessment.
Procedure: Specifies the process of
initiating, conducting, and implementing
the assessment.
7. STEPS OF PROCEDURE FOR SA
Department forms the Program Team (PT)
that will be responsible for preparing SAR.
QEC reviews the documentation within one
month.
The VC forms the Assessment Team (AT)
in consultation with the concerned Dean
based on the recommendation of QEC.
QEC plans and fixes AT visit.
8. STEPS OF PROCEDURE FOR SA
AT conducts assessment and present its
findings to QEC, Dean, PT and dept.
faculty.
QEC submits an executive summary to the
Vice Chancellor.
Department prepares implementation plan
as per SAM.
Follow up the implementation plan by
QEC.
9. CRITERIA
Each criterion has an intent:
A statement of requirements to be met.
Each criterion has several
standards: They describe how the intents
are minimally met
10. CRITERIA AND STANDARDS
Program Mission, Objectives and
Outcomes
Curriculum Design and Organization
Laboratories and Computing Facilities
Student Support and Guidance
Process Control
Faculty
Institutional Facilities
Institutional Support
11. CRITERION 1: PROGRAM MISSION,
OBJECTIVES AND OUTCOMES
Intent: Each program must have a
mission, quantifiable measurable objectives
and expected outcomes for graduates.
Outcomes include competency and tasks
graduates are expected to perform after
completing the program.
12. CRITERION 2: CURRICULUM DESIGN
AND ORGANIZATION
Intent: The curriculum must be designed
and organized to achieve the program’s
objectives and outcomes. Also course
objectives must be in line with program
outcomes. Curriculum standards are
specified in terms of credit hours of study. A
semester credit hour equals one class hour or
two to three laboratory hours per week. The
semester is approximately of fifteen weeks.
13. CRITERION 3: LABORATORIES AND
COMPUTING FACILITIES
Intent: Laboratories and computing facilities
must be adequately available and accessible
to faculty members and students to support
teaching and research activities. In addition
departments may benchmark with similar
departments in reputable institutions to
identify their shortcomings if any.
14. CRITERIAN-4: STUDENT SUPPORT AND
ADVISING
Intent: Student must have an adequate
support to complete the program in a timely
manner and must have ample opportunity to
interact with their instructors and receive
timely advice about program requirements
and career alternatives.
15. CRITERION 5: PROCESS CONTROL
Intent: The processes by which major
functions are delivered must be in place,
controlled, periodically reviewed and
continuously improved. To meet this
criterion a set of standards must be satisfied.
16. CRITERION 6: FACULTY
Intent: Faculty members must be current
and active in their discipline and have the
necessary technical depth and breadth to
support the program. There must be enough
faculty members to provide continuity and
stability, to cover the curriculum adequately
and effectively, and to allow for scholarly
activities.
17. CRITERION 7: INSTITUTIONAL
FACILITIES
Intent: Institutional facilities, including
library, computing facilities, classrooms
and offices must be adequate to support the
objective of the program.
18. CRITERION 8: INSTITUTIONAL
SUPPORT
Intent: The institution’s support and the
financial resources for the program must be
sufficient to provide an environment in
which the program can achieve its objectives
and retain its strength.
19. LATEST STATUS
Program Teams for all the departments have
been formed.
Self Assessment Reports of 29 departments
have been received and reviewed by QEC and
sent back to the 7 departments for changes.
Assessment Teams of 30 departments have
been approved by the Vice Chancellor.
20. ACTVITIES
Lectures cum Group Discussions for the
following faculties of University of the Punjab
were carried out during the last quarter :-
22. ACTIVITIES
Proceedings of Minutes of the Meeting of Group
Discussions/Lectures were compiled and sent to
all the invited departments/institutes/colleges,
Vice Chancellor and Registrar of the University
of the Punjab.
QEC Teams visited the Centre for Clinical
Psychology for clarification regarding SAM on
02-02-2010.
ACTVITIES
23. ACTIVITIES
Letters were sent to Deans of all Faculties
requesting them to expedite the compilation
of SAM Reports.
At the same time, executive summaries of 10
audited departments have been sent to the
respective departments and asked to prepare
their implementation plan according to self
assessment procedure.
ACTVITIES
24. AUDITED DEPARTMENTS
Departments whose audit is completed and their
executive summary is sent to these departments.
Department of Arabic
Department of Kashmir Studies
Department of Iqbal Studies
Department of Punjabi
Department of Persian
Department of Urdu
Institute of Quality & Technology Management
College of Engineering & Emerging Technology
Centre for Coal Technology
Department of English Language & Literature
25. IMPLEMENTATION PLAN
The following department/institute/college
have sent their implementation plan to QEC:-
College of Engineering & Emerging Technology
Institute of Quality & Technology Management
Centre for Coal Technology
Department of English Language & Literature
26. CONCLUSION
The conclusions of these meetings are as under:-
It is noticed that there is a lack of interest in SAM activities at
departmental level.
It is agreed that SAM is a great opportunity to enhance the level
of education.
The present format of SAM is more oriented towards
engineering disciplines and is meant for semester systems. SAM
is a generic system, the user are at liberty to make alterations to
suit their requirements without changing the basic
fundamentals of quality assurance as given in SAM.
27. Conclusion
It is desired by program team members to reduce
the teaching load on teachers involved in
compilation of SAM at departmental level.
High Turnover of program team members within
departments is also noticed and needs to be
discouraged.
CONCLUSION
28. Conclusions
SAM should be users friendly and simple; so that
departments like Arabic, Urdu and Islamiat etc. can
also follow the instructions and standards of SAM.
As explained earlier the departments have the
liberty to modify the SAM to suit their requirement
without altering the fundamental of QA.
Program Team Members, Assessment Team
Members and Auditors should be given some
incentives in the form of remuneration.
CONCLUSION
29. The interest in QA & SAM completion can be
increased among different departments, firstly by
clarifying the SAM and by increasing awareness;
secondly, SAM is not a survey form and it is a
complete course of management system. However,
the implementation of quality assurance and SAM
can only be effectively implemented by the
commitment in letter and spirit of the Directors and
Deans of the Departments. The QEC can contribute
by creating awareness by training in cluster of
program teams.
CONCLUSION
30. FUTURE PLAN
To motivate the program team members for
the implementation of SAM by carrying out
meetings at departmental level. It may also
include the visit of individual departments by
QEC team if found necessary.
Audits of Self Assessment Reports submitted
by different departments is planned.
31. FUTURE PLAN
Follow up with departments for Self
Assessment Reports is already started and
will continue as well.
Follow up with changes suggested by QEC
with departments who have sent their Self
assessment reports is also underway.
FUTURE PLAN