Welcome to the Sparkling Water Courses

These are instructor-led, hands-on courses on H2O Sparkling Water.

  • Introduction to Sparkling Water Course

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    This is a hands-on introduction to Sparkling Water, the H2O platform that combines our fast, scalable machine learning algorithms with the capabilities of Spark. In this introduction, we show you how to start and connect to the sparkling Water cluster, load data, perform data wrangling tasks at big-data scale, build and evaluate predictive models (including GLM and GBM/XGBoost algorithms), and show how to export these steps into a Spark pipeline for production. We finish with a quick introduction to the Automatic Machine Learning (AutoML) functionality provided by H2O.