ESE 531: Statistical Learning and Inference
Graduate course, Stony Brook University, Department of Electrical and Computer Engineering, 2024
Course Information
Course Title: ESE 531: Statistical Learning and Inference
Institution: Stony Brook University
Department: Electrical and Computer Engineering
Course Materials
Lectures
- Lecture 1: Random Samples, Probability Inequalities, Limit Theorems
- **Lecture 2 (coming soon!)
Homework Assignments
- Homework 1 (coming soon!)
Course Description
This graduate-level course covers fundamental concepts in statistical inference and estimation theory, including parameter estimation, hypothesis testing, and Bayesian methods.
Prerequisites
- Calculus
- Linear algebra
- Probability theory