Course Material

• Description
• Calendar
• Prof. Bahrak's Youtube Channel
• Course Website & Videos
• Resources

Course Schedule

Week	Lectures	Videos/Additional Resources	Assignments	Assignments Related Resources	Quizes & Exams
1	Course Intro
2	Lecture 1 - Set Theory and Probability Definition Lecture 2 - Combinatorics	Lecture 1: Video 1 - Video 2 - Video 3 - Video 4 Lecture 2: Video 1 - Video 2
3	Lecture 3 - Conditional Probability Lecture 4 - Independence	Lecture 3: Video 1 - Video 2 - Video 3 Lecture 4: Video 1 - Video 2 - Video 3 - Video 4 TA Session: Video 1	HW1: Lectures 1, 2	R guide, R-Plotting, Introduction_to_R R intro videos from previous years: Part 1 - Part 2 - Part 3 - Part 4
4	Lecture 5 - Random Variable and Expectation Lecture 6 - Variance	Lecture 5: Video 1 - Video 2 - Video 3 - Video 4 Lecture 6: Video 1 - Video 2 - Video 3
5	Lecture 7 - Discrete Distributions Lecture 8 - Continuous Distributions	Lecture 7: Video 1 - Video 2 - Video 3 Lecture 8: Video 1 - Video 2 - Video 3	HW2: Lectures 3, 4		Quiz 1: Lectures 1, 2
6	Lecture 9 - Normal and Exponential Distributions Lecture 10 - Functions of RVs	Lecture 9: Video 1 - Video 2 - Video 3 Lecture 10: Video 1 - Video 2
7	Lecture 11 - Joint Distribution Lecture 12 - Independence of RVs	Lecture 11: Video 1 - Video 2 Lecture 12: Video 1 - Video 2 - Video 3	HW3: Lectures 3, 4, 5, 6		Quiz 2: Lectures 3, 4, 5, 6
8	Lecture 13 - Sum of Independent RVs Lecture 14 - Conditional Distributions	Lecture 13: Video 1 - Video 2 Lecture 14: Video 1 - Video 2 - Video 3
9	Lecture 15 - Beta Distributions Lecture 16 - Covariance	Lecture 15: Video 1 - Video 2 Lecture 16: Video 1 - Video 2 - Video 3	HW4: Lectures 8, 9, 10, 11		Quiz 3: Lectures 7, 8, 9, 10
10	Lecture 17 - functions of two random variables Lecture 18 - Conditional Expectation	Lecture 17: Video 1 - Video 2 - Video 3 Lecture 18: Video 1 - Video 2
11	Lecture 19 - Sampling Lecture 20 - CLT	Lecture 19: Video 1 - Video 2 - Video 3 - Video 4 Lecture 20: Video 1 - Video 2 - Video 3	HW5: Lectures 13, 14, 15, 16, 17		Midterm: Lectures 1 to 14
12	Lecture 21 - Estimation Lecture 22 - Confidence Interval	Lecture 21: Video 1 - Video 2 - Video 3 Lecture 22: Video 1 - Video 2 - Video 3
13	Lecture 23 - Hypothesis Testing	Lecture 23: Video 1 - Video 2 - Video 3	HW6: Lectures 18, 19, 20, 21		Quiz 4: Lectures 15, 16, 17, 18
14	Review Session
15	Final Exam Period		HW7: Lectures 22, 23, 24		Quiz 5: Lectures 19, 20, 21, 22
16
17					Final Exam: Lectures 15 to 23