CS 4803/8803: Efficient Machine Learning

Course Overview

Machine Learning has revolutionized the way we approach problem-solving. However, as the size and complexity of datasets grow, it becomes increasingly important to develop efficient machine learning algorithms that can handle large amounts of data accurately and efficiently and train large machine learning models in a scalable and efficient manner. In this course, students will learn about the latest techniques and tools for building efficient machine learning models, i.e., efficient training and inference of machine learning models.

• Lecture Location: College of Computing Room 17 

• Lecture Time: Monday & Wednesday 12:30 PM - 01:45 PM Eastern Time 

• Office Hour: Friday 10 AM - 11 AM Eastern Time, in-person at Klaus 3206 & Zoom Link

• Discussion: Piazza

• Announcements & Homework Submission: Canvas