EE 325: Probability and Random Processes (Spring 2015)

• Instructor: Saravanan Vijayakumaran
• Schedule: Slot 5, Wednesday and Friday (9:30 am - 10:55 am)
• Location: LC 302
• Piazza Signup: https://piazza.com/iit_bombay/spring2015/ee325

Course Outline

• Probability Spaces
• Random Variables
• Limit Theorems
• Random Processes

Grading Policy

• 10% Assignments, 20% Quizzes, 30% Midsem, 40% Endsem
• Relative grading

Slides

• Course Information
• Probability Spaces
• Why is the Probability Space a Triple?
• Properties of Probability Measures
• Conditional Probability and Independence
• Combinatorial Probability
• Random Variables
• Expectation of Random Variables
• Gaussian Random Variables
• Hypothesis Testing
• Parameter Estimation
• Generating Random Variables
• Convergence of Random Variables
• Limit Theorems
• Random Processes

Assignments

• Assignment 1
• Assignment 2
• Assignment 3
• Assignment 4

Exams

• Quiz 1 Quiz 1
• Midsem
• Quiz 2
• Quiz 3
• Endsem