August 25, 2025

Intro to Machine Learning - Summer 2025

CS 594: RLHF Theory for AI-Alignment and Efficient LLMs

Fall 2025, University of Illinois Chicago (UIC)

Course Overview

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This course provides an introduction to the fundamental concepts and algorithms in RLHF theory. ... .

Weekly Schedule

WeekTopicsReadings
Week 1Introduction, Linear RegressionChapter 1–2, ESL Textbook

Resources

Course Logistics

Instructor: Prof. Aadirupa Saha
Email: aadirupa@uic.edu
Office Hours: TBD

© 2025 Intro to ML @ UIC — Designed by Aadirupa Saha