CS 5781: Machine Learning Engineering

    Wednesday, October 12, 2022 at 5:55 PM until 7:10 PMEastern Daylight Time

    The Bloomberg Center
    2 West Loop Road
    Bloomberg Auditorium
    New York, NY 10044
    United States

    CS 5781: Machine Learning Engineering

    Machine learning is increasingly driven by advances in the underlying hardware and software systems. This course will focus on the challenges inherent to engineering machine learning systems to be correct, robust, and fast. The course walks through the development of a software library for machine learning from scratch, with each assignment requiring students to build models in their own library. Topics will include: tensor languages and auto-differentiation; model debugging, testing, and visualization; fundamentals of GPUs; compression and low-power inference. Guest lectures will cover current topics from ML engineers.

    Registration is no longer available because the registration deadline has passed.