EK381 Syllabus and Resources
1. Foundations of Probability
Book Chapter 1. Foundations
Handout Formulas 1. Foundations
- Video 1.1
- Video 1.2
- Video 1.3
- Video 1.4
- Video 1.5
- Video 1.6
2. Discrete Random Variables
Book Chapter 2. Discrete RVs
Handout Formulas 2. Discrete RVs
- Video 2.1
- Video 2.2
- Video 2.3
- Video 2.4
- Video 2.5
- Video 2.6
3. Continuous Random Variables
Book Chapter 3. Continuous RVs
Handout Formulas 3. Continuous RVs
4. Pairs of Random Variables
Book Chapter 4. Pairs of RVs
Handout Formulas 4. Pairs of RVs
- Video 4.1
- Video 4.2
- Video 4.3
- Video 4.4
- Video 4.5
- Video 4.6
- Video 4.7
5. Second-Order Analysis
Book Chapter 5. Second-Order Analysis
Handout Formulas 5. Second-Order Analysis
- Video 5.1
- Video 5.2
- Video 5.3
- Video 5.4
- Video 5.5
- Video 5.6
6. Detection
Book Chapter 6. Detection
Handout Formulas 6. Detection
8. Sums of Random Variables
Book Chapter 8. Sums of Random Variables
Handout Formulas 8. Sums of Random Variables
9. Statistics
Book Chapter 9. Statistics
Handout Formulas 9. Statistics
10. Machine Learning
Book Chapter 10. Machine Learning
Handout Formulas 10. Machine Learning
- Video 10.1
- Video 10.2
- Video 10.3
11. Markov Chains
Book Chapter 11. Markov Chains
Handout Formulas 11. Markov Chains
- Video 11.1
- Video 11.2
- Video 11.3
- Video 11.4