Udacity Machine Learning Engineer Nanodegree is an online program that aims to cultivate machine learning engineer via structured courses, projects and project reviews. See here for details. Below is the main courses/projects covered in the program:
- Regression: [Predicting Boston Housing Prices] (https://github.com/LevinJ/machine-learning/blob/master/projects/boston_housing/boston_housing.ipynb)
- Classification: Build a Student Intervention System
- Unsupervised Learning: Creating Customer Segment
- Reinforcement Learning: Train a Smartcab to Drive
- Capstone Project: Rider-Driver Supply and Demand Gap Forecast