Deep Learning

New York University - Fall 2018

Class is held in 2MTC 812, Thu 3:20-5:50pm

Office hours

Thursday 6-8pm, 2MTC 10.051: Lecturer, Iddo Drori

TBD, 2MTC 10.098A: Teaching Assistant, Vishwali Mhasawade

Lectures

Fall 2018 classes begin (Tuesday, September 4)

Lecture 1 (Thursday, September 6): Introduction

Lecture 2 (Thursday, September 13): Optimization

Lecture 3 (Thursday, September 20): Convolutional Neural Networks

Lecture 4 (Thursday, September 27): Sequence Models, Attention, and Transformers

Lecture 5 (Thursday, October 4): Generative Models

Fall Recess, no classes scheduled (Monday, October 8)

Legislative Day, no classes scheduled (Tuesday, October 9)

Lecture 6 (Thursday, October 11): Deep Learning Theory

Lecture 7 (Thursday, October 18): Reinforcement Learning

Lecture 8 (Thursday, October 25): Deep Reinforcement Learning

Lecture 9 (Thursday, November 1): Deep Learning for Computer Games, Vision, and Music

Lecture 10 (Thursday, November 8): Bayesian Deep Learning and Automatic Machine Learning

Lecture 11 (Thursday, November 15): Deep Learning for Bioinformatics

Thanksgiving Recess (Wednesday, November 21 - Friday, November 23)

Lecture 12 (Thursday, November 29): Program Induction and Evaluating Go-Explore

Lecture 13 (Thursday, December 6): Deep Learning for Self-Driving Vehicles

Lecture 14 (Thursday, December 13): Projects Posters Session

Last day of Fall 2018 classes (Friday, December 14)