Andrewzh112 / Udacity-Machine-Learning-Engineer-Nanodegree

Udacity Machine Learning Engineer Nanodegree

Modules

1. Software Engineering Fundamentals

• Probability Distributions Python PyPI Package

2. Machine Learning in Production

• Movie Review Sentiment Analysis Web App

3. Machine Learning, Case Studies

• Population Segmentation - KMeans Clustering & PCA
• Payment Fraud Detection - Linear Binary Classifier
• Custom PyTorch Model on SageMaker
• Time-Series Forecasting - LSTM
• Plagiarism Detection Project

4. Build Your Own Machine Learning Project

• Sneaker ML (image clustering, eigenimage, tsne, classification, gans, deepdream)

Certification