MLND - Machine Learning Nano Degree

Udacity Machine Learning Courses.

• Project 0 - Titanic Survival Exploration

• Project 1 - Housing Price Prediction

• Project 2 - Finding Donors For CharityML

• Project 3 - Create Customer Segments

• Project 4 - Smart Cab with Q-Learning

• Project 5 - Image Classification of CIFAR-10 using TensorFlow

• Project 6 - Cats VS Dogs using Transfer Learning

Side Projects

• Class Activation Maps (CAM) - Dynamic Visualization

• CIFAR10 Image Classification using Keras: 89% test accuracy

• MNIST Image Classification using Keras: 99.5% test accuracy