CMSC 828W: Foundations of Deep Learning

University of Maryland, College Park, Fall 2021
Instructor: Soheil Feizi

Welcome to the CMSC 828W course on Foundations of Deep Learning for Fall 2021.

CMSC 828W is currently being taught by Soheil Feizi.


  • Lecture 1 (8/31): DL basics: ERM and basic architectures (MLP, ResNet and CNNs), overview of SGD, ADAMs, Momentum, etc.

  • Lecture 14 (10/19): Deep generative models: GANs (part II).

  • Lecture 15 (10/21): Midpoint Project Presentations (Part I)

  • Lecture 16 (10/26): Midpoint Project Presentations (Part II)