1. The Course Overview
2. The Current State of Artificial Intelligence
3. Setting Up the Environment for Deep Learning
4. Deep Learning in Fashion
5. An Intro to Transfer Learning Skin Cancer Classification
6. Fundamentals of Object Localization and Detection
7. YOLO(You Only Look Once) Single Shot Object Detection
8. Unravelling Adversarial Learning and Generative Adversarial Nets
9. Generating Handwritten Digits Using GANs
10. Generating New Pokemons Using a DCGAN
11. Super-Resolution Generative Adversarial Networks
12. Setting Up OpenAI Gym
13. Introduction to Reinforcement Learning
14. Simple Q-Learning Building Our First Video Game Bot
15. Deep Q-Learning Building a Game Bot That Plays the Classic Atari Games
16. Deep Reinforcement Learning with Policy Gradient - AI that Plays Pong
