Project 1 - Predicting Bike-Sharing Data

• Implement a neural network in NumPy to predict bike rentals.
• The data comes from the UCI Machine Learning Database.

Project 2 - CNN Project: Dog Breed Classifier

• Build a convolutional neural network with PyTorch to classify any image (even an image of a face) as a specific dog breed.

Project 3 - Generate TV Scripts

• Train a recurrent neural network to generate scripts in the style of dialogue from Seinfeld.

Project 4 - Face Generation

• Use generative adversarial networks to generate new images of faces.

Project 5 - Deploying a Sentiment Analysis Model

• A recurrent neural network for the purpose of determining the sentiment of a movie review using the IMDB data set. The deployed model uses Amazon's SageMaker service to construct a simple web app that interacts with it.

This repository contains material related to Udacity's Deep Learning Nanodegree program.