Past Meetup

Workshop: How to use H2O with Python with Erin LeDell

Hosted by Seattle Data Science

Public group

This Meetup is past

52 people went

Galvanize

111 S. Jackson St. · Seattle, WA

How to find us

Corner of 1st and Jackson in Pioneer Square

Location image of event venue

Details

This workshop will provide an overview of how to use H2O, the scalable open source machine learning library, from Python. The core algorithms of H2O are implemented in Java, however, fully-featured APIs are available in R, Python, Scala, and also through a web interface. The focus of this hands-on workshop will be the "h2o" Python module.

All of H2O's algorithm implementations are distributed, which allows the software to scale to large datasets that may not fit into RAM on a single machine. H2O currently features distributed implementations of Generalized Linear Models, Gradient Boosting Machines, Random Forest and Deep Neural Nets. In this workshop, attendees will learn how to train machine learning models, perform grid search, cross-validation, and evaluate model performance using the H2O Python API.

Pre-requisites: please bring a laptop.

About Our Instructor

Erin LeDell is a Statistician and Machine Learning Scientist at H2O.ai. She is the main author of H2O Ensemble. Before joining H2O.ai, she was the Principal Data Scientist at Wise.io and Marvin Mobile Security (acquired by Veracode in 2012) and the founder of DataScientific, Inc.

Erin received her Ph.D. in Biostatistics with a Designated Emphasis in Computational Science and Engineering from University of California, Berkeley. Her research focuses on ensemble machine learning, learning from imbalanced binary-outcome data, influence curve based variance estimation and statistical computing. She also holds a B.S. and M.A. in Mathematics.

RSVP via Eventbrite to expedite your check-in and lock in your spot:
http://www.eventbrite.com/e/seattle-data-science-workshop-how-to-use-h2o-in-python-with-erin-ledell-tickets-20045003144?aff=seaDS

About Our Sponsor

Galvanize is an education company that blends the lines between learning and working. We believe in creating easy access for anyone who has the drive and determination to jump into the tech world, especially in entrepreneurship, engineering, and data science. Our campuses are home to students, startups, investors, mentors, and other people who are engaged and excited to level up their skills. To learn more about Galvanize, visit galvanize.com (http://galvanize.com/).

RSVP via Eventbrite to expedite your check-in and lock in your spot:
http://www.eventbrite.com/e/seattle-data-science-workshop-how-to-use-h2o-in-python-with-erin-ledell-tickets-20045003144?aff=seaDS