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