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.