Workshop - Predict Repeat Shopper - Gradient Boost Machine – H20+Spark

Agenda

1. H20 – Overview and Architecture

2. Use case – Predict repeat shopper based on browsing and purchase history

3. Deep dive

• Gradient Boost machine

• Features and model

• Derived features

• Hands-on workshop

4. Hands-on workshop

a) Download - http://h2o-release.s3.amazonaws.com/sparkling-water/rel-1.6/1/index.html

b) Setup and configuration will be as part of workshop (spark and h20)

c) Data set will be shared (link) and will also be available during the workshop

Speaker: Sergey Fogelson, Director Data Science, airisDATA Inc