Introduction to Probability and Statistics (AIML) AL 302
Program Outcomes [PO's]
Course Outcomes [CO's]
CO-PO Mapping
Mapping Justification
Unit Outcomes
Programme Outcomes (POs)
Engineering Graduates will be able to:
1. Engineering knowledge: Apply the knowledge of mathematics, science, engineering fundamentals, and an engineering specialization to the solution of complex engineering problems.
2. Problem analysis: Identify, formulate, reviewer search literature, and analyze complex engineering problems reaching substantiated conclusions using first principles of mathematics, natural sciences, and engineering sciences.
3. Design/development of solutions: Design solutions for complex engineering problems and design system components or processes that meet the specified needs with appropriate consideration for the public health and safety, and the cultural, societal, and environmental considerations.
4. Conduct investigations of complex problems: Use research-based knowledge and research methods including design of experiments, analysis and interpretation of data, and synthesis of the information to provide valid conclusions.
5. Modern tool usage: Create, select, and apply appropriate techniques, resources, and modern engineering and IT tools including prediction and modeling to complex Engineering activities with an understanding of the limitations.
6. The engineer and society: Apply reasoning informed by the contextual knowledge to assess societal, health, safety, legal and cultural issues and the consequent responsibilities relevant to the professional engineering practice.
7. Environment and sustainability: Understand the impact of the professional engineering solutions in societal and environmental contexts, and demonstrate the knowledge of, and need for sustainable development.
8. Ethics: Apply ethical principles and commit to professional ethics and responsibilities and norms of the engineering practices.
9. Individual and teamwork: Function effectively as an individual, and as a member or leader in diverse teams, and in multidisciplinary settings.
10. Communication: Communicate effectively on complex engineering activities with the engineering community and with society at large, such as, being able to comprehend and write effective reports and design documentation, make effective presentations, and give and receive clear instructions.
11. Project management and finance: Demonstrate knowledge and understanding of the engineering and management principles and apply these to one’s own work, as a member and leader in a team, to manage projects and in multidisciplinary environments.
12. Life-long learning: Recognize the need for, and have the preparation and ability to engage in independent and life-long learning in the broadest context of technological change.
Course Outcomes (COs)
|
Course Name: Introduction to Probability and Statistics
– III (AL302) Year of Study: 2024-25 (III Semester) |
|
|
CO1 |
Understand and apply basic concepts of probability, including probability spaces, conditional probability, independence, and the characteristics of discrete random variables. |
|
CO2 |
Analyze and interpret continuous probability distributions, including understanding and application of distribution functions and densities such as normal, exponential, and gamma. |
|
CO3 |
Understand and evaluate bivariate distributions and their properties, including conditional densities and the use of Bayes' rule. |
|
CO4 |
Apply statistical concepts to measure central tendency, analyze distributions, and perform correlation and regression analysis, including rank correlation. |
|
CO5 |
Use statistical methods, such as curve fitting and tests of significance, to solve practical problems involving large sample sizes. |
|
CO6 |
Conduct hypothesis testing and analyze small samples using tests such as the Chi-square test for goodness of fit, independence of attributes, and other statistical methods. |
|
CO/POs |
PO1 |
PO2 |
PO3 |
PO4 |
PO5 |
PO6 |
PO7 |
PO8 |
PO9 |
PO10 |
PO11 |
PO12 |
|
CO1 |
3 |
3 |
2 |
2 |
2 |
1 |
- |
- |
- |
1 |
- |
2 |
|
CO2 |
3 |
3 |
2 |
3 |
2 |
1 |
- |
- |
- |
1 |
- |
2 |
|
CO3 |
2 |
3 |
2 |
3 |
2 |
1 |
- |
- |
- |
1 |
- |
2 |
|
CO4 |
2 |
3 |
3 |
2 |
3 |
1 |
- |
- |
1 |
2 |
- |
2 |
|
CO5 |
2 |
3 |
2 |
3 |
3 |
2 |
- |
- |
2 |
2 |
- |
2 |
|
CO6 |
2 |
3 |
2 |
3 |
3 |
2 |
- |
2 |
1 |
2 |
1 |
3 |
|
Average |
2.33 |
3 |
2.17 |
2.67 |
2.5 |
1.33 |
- |
2 |
0.67 |
1.5 |
1 |
2.17 |
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