Term 2 Projects

Below are the projects you will complete during this second term of the Machine Learning Nanodegree program:

Deep Learning: Dog Breed Recognition Project

In this project you will use Keras to build a convolutional neural network to recognize dog breeds from images. Furthermore, if an image of a human is provided, the algorithm will guess which breed of dog looks the most like that human. You'll also be able to improve your results significantly by using pre-trained networks.

Reinforcement Learning: Teach a Quadcopter to Fly

In this project you'll use deep reinforcement learning to design a simulated quadcopter that learns to take off, hover, and land, all by itself. As a bonus, you'll be able to integrate these behaviors into a single end-to-end system, that can autonomously fly from point A to point B

Capstone Project

This is your turn to shine! In this project you'll be able to distinguish yourself by building a machine learning to solve a problem that you are passionate about, using any dataset of your choice. Our network of expert reviewers will guide you through your proposal phase, and will give you solid feedback on your model, your data, and your procedure.

Careers Projects

In this term, you will also have the opportunity to complete two careers projects -- a Github Profile Review and a LinkedIn Profile Review. You can also choose to opt out of these projects here.