# Deep Learning

## New York University - Spring 2019

### Class is held in 2MTC 9011, Mon 6:00-8:30pm

### Office hours

#### Monday 4-5pm, 2MTC 10.051: Lecturer, Iddo Drori

#### Tuesday 11-12pm, 2MTC 10.098A: Teaching Assistant, Gauri Sarode

**Spring 2019 classes begin (Monday, January 28)**

**Lecture 1 (Monday, January 28): Introduction, forward and back-propagation**

**Lecture 2 (Monday, February 4): CNN's, Optimization, Regularization**

**Lecture 3 (Monday, February 11): Sequence Models**

**Presidents' day, no classes scheduled (Monday, February 18)**

**Lecture 4 (Monday, February 25): Generative Models**

**Snow day, no classes (Monday, March 4)**

**Lecture 5 (Monday, March 11): Generative Models, Adversarial Examples, Uncertainty**

**Spring recess (Monday, March 18 to Sunday, March 24)**

**Lecture 6 (Monday, March 25): Reinforcement Learning**

**Lecture 7 (Monday, April 1): Deep Reinforcement Learning**

**Lecture 8 (Monday, April 8): Deep Reinforcement Learning, Advanced Sequence Models**

**Lecture 9 (Monday, April 15): Bayesian Deep Learning, Automatic Deep Learning**

**Lecture 10 (Monday, April 22): Graph Neural Networks, Few Shot Learning**

**Lecture 11 (Monday, April 29): Deep Learning for Self Driving Cars**

**Lecture 12 (class instead of snow day): Quantum Neural Networks**

**Lecture 13 (Monday, May 6): Deep Learning Applications**

**Lecture 14 (Monday, May 13): Project presentations**

**Last day of Spring 2019 classes (Monday, May 13)**