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.


The course syllabus includes:

  1. Review of Basic Principle of Counting, Permutation and Combination
  2. Axioms of Probability
  3. Conditional Probability and Independence
  4. Random Variables
  5. Joint Distribution of Random Variables
  6. Expectation and Conditional Expectation
  7. Moment Generating Functions
  8. Central Limit Theorem
  9. Law of Large Numbers
  10. Hypothesis Testing

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