Lectures

Lecture 1

Introduction to Deep Learning

Lecture 2

Neural Networks

Backpropagation

Modular Design

Code

Lecture 3

Convolutional Neural Networks

Labs

Lab1

Introduction to Tensorflow

CNNs for Image Classification

MNIST Dataset

Solution

Lab2

CNNs for Text Classification