ijeffking / h2o-tutorials

Tutorials and training material for the H2O Machine Learning Platform

H2O Tutorials

This document contains tutorials and training materials for H2O-3. Post questions on StackOverflow using the h2o tag at http://stackoverflow.com/questions/tagged/h2o or join the "H2O Stream" Google Group:

• Web: https://groups.google.com/forum/#!forum/h2ostream
• E-mail: mailto:[e-mail]

Finding tutorial material in Github

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

R Tutorials

• Intro to H2O in R
• H2O Grid Search & Model Selection
• H2O Deep Learning in R
• H2O Stacked Ensembles
• h2oEnsemble R package

Python Tutorials

• Intro to H2O in Python
• H2O Grid Search & Model Selection
• H2O Stacked Ensembles

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