This directory contains demo notebooks used for the collection of machine learning tutorials at the Data Science Summit 2016.
The tutorials introduce machine learning via real applications like:
- recommender systems Event Page
- object dection with deep learning Event Page
- predicting customer churn Event Page
- lead scoring Event Page
You can browse the notebooks using Github's notebook viewer, but please note that some images may not be rendered correctly.
Follow these steps to set up and run the notebooks on your own machine.
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Download GraphLab Create v2.0.1 and then follow instructions to install.
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Download and unzip the datasets here.
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Install Jupyter notebook (needed only if you install GraphLab Create via command line)