Become a Machine Learning Engineer

Explore the core concepts of Machine Learning which involve understanding the nuances in your data.

Predicting Boston Housing Prices

Now that you have a background in model building, you will learn about supervised learning, a common class of methods for model construction.

Find Donors for CharityML

In this lesson, we will cover unsupervised learning and how it is suitable for different kinds of problem domains.

Creating Customer Segments

In this lesson, we’ll cover topics in Deep Learning including Convolutional Neural Networks.

Dog Breed Classifier

In this lesson, we'll cover topics in Reinforcement Learning like Markov Decision Processes, Monte Carlo methods and Temporal Difference methods.

Train a quadcopter how to fly

This section has two phases. The first is the Capstone Proposal, during which you will draft a proposal outlining the domain of the problem you would like to solve, and your approach. This is followed by the Capstone Project: Here, you will leverage your newly-learned skills to solve the problem—as outlined in your proposal—by applying machine learning algorithms and techniques.

Capstone Proposal

Capstone Project