mj14991 / udacity_deeplearningnd

These are projects from Udacity Deep Learning Nanodegree (April 2018 - July 2018)

Deep Learning

This is a repository to document my projects from Udacity's Deep Learning Nanodegree (April 2018 - July 2018).

Projects

1. Predicting Bike Sharing Data

• Project Files

Predicting Bike sharing rides from historical data with a neural network

2. Dog Breed Classifier with a CNN

• Project Files

Creating an image classifier with CNN. Given an image of a dog, the algorithm will identify an estimate of the canine’s breed. If supplied an image of a human, the code will identify the resembling dog breed.

3. Generating TV Scripts with RNN

• Project Files

Generating a Simpsons TV script using RNNs. Using part of the Simpsons dataset of scripts from 27 seasons. The Neural Network generates a new TV script for a scene at Moe's Tavern.

4. Generating Faces with GAN

• Project Files

Using Generative Adversarial Networks to generate new images of faces

5. Teach a Quadcopter How to Fly with RL

• Project Files

Teaching a quadcopter to takeoff with Reinforcement Learning