This directory contains demo notebooks used for Machine Learning 101, an all-day tutorial at Strata + Hadoop World, New York City, 2015. The course is designed to introduce machine learning via real applications like
- building a recommender
- image analysis using deep learning.
Along the way, we also cover feature engineering and deploying machine learning models as a predictive service. .
You can browse the notebooks using Github iPython notebook viewer. Note that some images may not be rendered correctly If you'd like to run it, follow these steps to set up your machine.