NYU CS-GY 6923 Machine Learning

Professor Pavel Izmailov

Friday 2:00-4:30pm, 2 Metrotech, Room 315
Virtual lectures TBD.

Pavel Izmailov
Pavel Izmailov
Professor
Majid Daliri
Majid Daliri
Course Assistant
Harsha Mupparaju
Harsha Mupparaju
Course Assistant
Shubham Rastogi
Shubham Rastogi
Course Assistant

Course Description

This course provides a graduate-level introduction to machine learning through a mixture of hands-on exercises and theoretical foundations. We will cover fundamentals of machine learning: regression, classification, linear models, neural networks, numerical optimization methods (gradient descent, backpropagation), unsupervised learning, and a number of other topics. We will also cover basics of language modeling and understand how systems such as ChatGPT operate. The course includes hands-on exercises with machine learning methods and covers a broad range of applications.

Professor Contact

Email: pi390@nyu.edu
Office: TBD
Office Hours: TBD

Course Assistants

Majid Daliri: daliri.majid@nyu.edu
Harsha Mupparaju: sm12754@nyu.edu
Shubham Rastogi: sr7421@nyu.edu
Office Hours: TBD

Links