EE 223: Data Analysis and Interpretation
Core course, Indian Institute of Technology, Electrical Engineering Department, 2019
I was a teaching assistant with Prof. Shabbir Merchant as the course instructor in Summer 2019.
Syllabus
The course syllabus includes:
- Review of Basic Principle of Counting, Permutation and Combination
- Axioms of Probability
- Conditional Probability and Independence
- Random Variables
- Joint Distribution of Random Variables
- Expectation and Conditional Expectation
- Moment Generating Functions
- Central Limit Theorem
- Law of Large Numbers
- Hypothesis Testing
Leave a Comment