Lecture 1 Image Classification

Lecture 2 Loss Functions and Optimization

Lecture 3 Introduction to Neural Networks

Lecture 4 Convolutional Neural Networks

Lecture 5 Training Neural Networks I

Lecture 6 Training Neural Networks II

Lecture 7 Deep Learning Software

Lecture 8 CNN Architectures

Lecture 9 Recurrent Neural Networks

Lecture 10 Detection and Segmentation

Lecture 11 Visualizing and Understanding

Lecture 12 Generative Models

Lecture 13 Deep reinforcement Learning