COMPSCI 589: Machine Learning

Professor Chuang Gan
Instructor: Chuang Gan
chuangg@umass.edu
Teaching Assistants (TA):
Gehao Zhang
gehaozhang@umass.edu

This course will introduce the fundamental techniques and technologies in machine learning. We will cover the basic concepts of machine learning, including supervised and unsupervised learning, statistical learning theory, and deep learning. We will also discuss the applications of machine learning in various fields, such as computer vision and natural language processing.

Piazza

Every student needs to sign in the course's Piazza using the link below.

All students are supposed to already be added to the Piazza course. If you find you cannot access the Piazza page, contact the TA.

Link: https://piazza.com/umass/summer2025/cs589

Gradescope

To access homeworks and exams, every student needs to sign in to Gradescope using the link below

All students are supposed to already be added to the Gradescope course. If you find you cannot access the Gradescope page, contact the TA.

Link: https://www.gradescope.com/courses/1064770

Lectures

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Assignments

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Policies

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