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In this course, you will learn :
- Bayes Rule
- Bayesian Networks
- Bits and Trits
- Causal Inference
- Coding
- Compression
- Entropy
- Information Theory
- Monty Hall
- Mutual Information
Syllabus :
1. Information Theory
- Measuring Uncertainty
- Information Decreases Uncertainty
- Entropy
- Compression
- A Trit of Information
2. Bayesian Thinking
- A Medical Examination
- Bayes' Rule
- The Monty Hall Problem
- The Problem with P-values
- The Cause of Bayes' Rule
