Tutorials and training material for the H2O Machine Learning Platform
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README.md

H2O Tutorials

This document contains tutorials and training materials for H2O-3. If you find any problems with the tutorial code, please open an issue in this repository.

For general H2O questions, please post those to Stack Overflow using the "h2o" tag or join the H2O Stream Google Group for questions that don't fit into the Stack Overflow format.

Finding tutorial material in Github

There are a number of tutorials on all sorts of topics in this repo. To help you get started, here are some of the most useful topics in both R and Python.

R Tutorials

Python Tutorials

Most current material

Tutorials in the master branch are intended to work with the lastest stable version of H2O.

URL
Training material https://github.com/h2oai/h2o-tutorials/blob/master/SUMMARY.md
Latest stable H2O release http://h2o.ai/download

Historical events

Tutorial versions in named branches are snapshotted for specific events. Scripts should work unchanged for the version of H2O used at that time.

H2O World 2017 Training

URL
Training material https://github.com/h2oai/h2o-tutorials/tree/master/h2o-world-2017/README.md
Wheeler-2 H2O release http://h2o-release.s3.amazonaws.com/h2o/rel-wheeler/2/index.html

H2O World 2015 Training

URL
Training material https://github.com/h2oai/h2o-tutorials/blob/h2o-world-2015-training/SUMMARY.md
Tibshirani-3 H2O release http://h2o-release.s3.amazonaws.com/h2o/rel-tibshirani/3/index.html

Requirements:

For most tutorials using Python you can install dependent modules to your environment by running the following commands.

# As current user
pip install -r requirements.txt
# As root user
sudo -E pip install -r requirements.txt

Note: If you are behind a corporate proxy you may need to set environment variables for https_proxy accordingly.

# If you are behind a corporate proxy
export https_proxy=https://<user>:<password>@<proxy_server>:<proxy_port>

# As current user
pip install -r requirements.txt
# If you are behind a corporate proxy
export https_proxy=https://<user>:<password>@<proxy_server>:<proxy_port>

# As root user
sudo -E pip install -r requirements.txt