Machine-Learning-Nanodegree

Projects completed as part of successfully completing the Udacity Machine Learning Nanodegree that demonstrate a range of Machine Learning skills.

The jupyter notebooks demonstrate the following skills:

Supervised learning

finding_donors.ipynb covers a number of supervised learning techniques to find donors that meet certain criteria

Unsupervised learning

customer_segments.ipynb solves a marketing problem with a number of unsupervised learning techniques

Reinforcement learning

smartcab.ipynb use some introductory reinforcement learning techniques to train a cab to get from one side of a grid to another

Deep Learning

dog_app.ipynb covers a range of image recognition techniques, including developing a CNN.