Elements of Probability and Statistics
August 2023 - December 2023
Institute for Advancing Intelligence, TCG CREST, Kolkata.
Instructors:
■ Avisek Gupta, Postdoctoral Fellow, IAI, TCG CREST, Kolkata.
■ Swagatam Das, Professor, ECSU, ISI Kolkata.
Lecture Notes
2. Axiomatic Definition of Probability
3. Lecture by Dr. Swagatam Das
4. Pseudorandom Numbers Generation, Simulations of Random Experiments
5. Conditional Probability, Bayes Rule, Independence of Events
6. Lecture by Dr. Swagatam Das
7. Random Variables, Discrete Probability Distributions
8. Lectures by Dr. Swagatam Das
9. Discrete Probability Distributions
10. Lecture by Dr. Swagatam Das
11. Continuous Probability Distributions
12. Moments
14. Lecture by Dr. Swagatam Das
------- Mid-Semester -------
16. Lectures by Dr. Swagatam Das
17. Transformations