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
Dive Into Deep Learning
By Aston Zhang, Zachary C. Lipton, Mu Li, and Alexander J. Smola
PDF, 2020
Deep Learning
By Ian Goodfellow, Yoshua Bengio, Aaron Courville
Online book, 2017
Neural Networks and Deep Learning
By Michael Nielsen
Online book, 2016
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, Volume 1
By Rumelhart and McClelland
Parallel Distributed Processing, Volume 2
By Rumelhart and McClelland