This repo contains projects for Udacity's Machine Learning and Deep Learning program. It also contains term 1 projects for Udacity's Self-Driving Car program.

Machine Learning Nanodegree

• Project 0 (practice): Predict survivors of the Titanic disaster
• Project 1: Predict Boston housing prices
• Project 2: Find charity donors

Deep Learning Foundations Nanodegree

• Project 1: Predicting daily bike rentals
• Project 2: Image classification with the CIFAR-10 dataset
• Project 3: Generate a Simpsons TV show script using Recurrent Neural Networks (RNN)
• Project 4: Language translation: English to French
• Project 5: Create human faces using Generative Adversarial Networks (GAN)

Self-Driving Car Nanodegree

Term 1:

• Project 1: Detecting driving lanes
• Project 2: Recognizing traffic signs
• Project 3: Teach a car to drive using behavior cloning
• Project 4: Advanced driving lane detection
• Project 5: Detecting other vehicles on the road

Term 2 projects can be found here.

Term 3 projects can be found here.

Capstone Project can be found here.