udacity-machine-learning-engineer-nanodegree

See certificate of completion here.

Projects

1. Sentiment Analysis - train a neural network and deploy a web application with SageMaker, Lambda, and API Gateway
2. Plagiarism Detection - create features, train a linear SVM, and deploy with SageMaker
3. Starbucks App Offers - define a problem statement, transform and explore the data, and build a model that predicts whether a customer will respond to an app offer

Lessons

1. Introduction to SageMaker (from this repo)
2. Case studies of machine learning (from this repo)