Schedule of Lectures

You can watch the recorded lectures on MediaServices.

Recitations/Labs and Bootcamps

Assignments

Documentation and Tools

Textbooks

This is a selection of optional textbooks you may find useful

Deep Learning
Dive Into Deep Learning By Aston Zhang, Zachary C. Lipton, Mu Li, and Alexander J. Smola PDF, 2020
Deep Learning
Deep Learning By Ian Goodfellow, Yoshua Bengio, Aaron Courville Online book, 2017
Neural Networks and Deep Learning
Neural Networks and Deep Learning By Michael Nielsen Online book, 2016
Deep Learning Step by Step with Python
Deep Learning Step by Step with Python: A Very Gentle Introduction to Deep Neural Networks for Practical Data Science By N. D. Lewis
Parallel Distributed Processing
Parallel Distributed Processing, Volume 1 By Rumelhart and McClelland
Parallel Distributed Processing
Parallel Distributed Processing, Volume 2 By Rumelhart and McClelland