This repository contains projects I have worked on as a student of Udacity's Deep Learning Foundations Nanodegree!

Project 1 - First Neural Network - Build a simple two-layer neural network to predict bike share usage.

Project 2 - Dog Project - Use a convolutional neural network (CNN) to build a dog breed classifier.

Project 3 - TV Script Generation - Use a recurrent neural network (RNN) to create a simple script for The Simpsons TV show.

Project 4 - Face Generation - Use a generative adversial network (GAN) to generate new face images.

Project 5 - Teach a Quadcopter How to Fly! - Use deep reinforcement learning with the actor-critic method to teach a quadcopter to perform a task (not included in this repository).