CMSC 828W: Foundations of Deep Learning

University of Maryland, College Park, Fall 2022
Instructor: Soheil Feizi

Welcome to the CMSC 828W course on Foundations of Deep Learning for Fall 2022.

CMSC 828W is currently being taught by Soheil Feizi.

Announcements

  • Lecture 1 (8/30): DL basics: ERM and basic architectures (MLP, ResNet and CNNs), overview of SGD, ADAMs, Momentum, etc.
    Readings:

  • Lecture 17 (10/25): Midpoint Presentations

  • Lecture 18 (10/27): Midpoint Presentations

  • Lecture 26 (11/24): Thanksgiving

  • Lecture 27 (11/29): Final Project Presentations

  • Lecture 28 (12/1): Final Project Presentations

  • Lecture 29 (12/6): Final Project Presentations

  • Lecture 30 (12/8): Final Exam