Probability and Statistics I: A Gentle Introduction to Probability
Intermediate
Online
3 Weeks
Free Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study | Video and Text Based |
Courses and Certificate Fees
| Fees Informations | Certificate Availability | Certificate Providing Authority |
|---|---|---|
| INR 20909 | yes | Georgia Tech |
The Syllabus
- Lesson 1: Introduction to Probability and Statistics (FCPS §1.1)
- Lesson 2 [OPTIONAL]: The Joy of Sets Bootcamp (FCPS §1.2.1)
- Lesson 3 [OPTIONAL]: Calculus Bootcamp: Introduction + Derivatives (FCPS §1.2.2)
- Lesson 4 [OPTIONAL]: Calculus Bootcamp: Integration and Beyond (FCPS §1.2.2)
- Lesson 1: Experiments, Sample Spaces, and Events (FCPS §§1.3.1−1.3.2)
- Lesson 2: What is Probability? (FCPS §1.3.3)
- Lesson 3: Basic Probability Results (FCPS §1.3.3)
- Lesson 4: Finite Sample Spaces (FCPS §1.4)
- Lesson 5: Counting Techniques: Baby Examples (FCPS §1.5.1)
- Lesson 6: Counting Techniques: Permutations (FCPS §1.5.2)
- Lesson 7: Counting Techniques: Combinations (FCPS §1.5.3)
- Lesson 8: Hypergeometric, Binomial, and Multinomial Problems (FCPS §§1.6.1−1.6.3)
- Lesson 9: Permutations vs. Combinations (FCPS §1.6.4)
- Lesson 10: The Birthday Problem (FCPS §1.6.5)
- Lesson 11: The Envelope Problem (FCPS §1.6.6)
- Lesson 12: Poker Problems (FCPS §1.6.7)
- Lesson 13: Conditional Probability (FCPS §1.7.1)
- Lesson 14: Independence Day (FCPS §1.7.2)
- Lesson 15: Partitions and the Law of Total Probability (FCPS §1.8)
- Lesson 16: Bayes Theorem (FCPS §1.8)