Build distributed, fast, and scalable models with H2O, an end-to-end ML framework widely used for fraud risk, churn, advertising, and healthcare analytics.
Advanced
37 Lessons
9h
Certificate of Completion
Build distributed, fast, and scalable models with H2O, an end-to-end ML framework widely used for fraud risk, churn, advertising, and healthcare analytics.
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This course includes
This course includes
Course Overview
This course teaches about a distributed and highly scalable machine learning framework known as H2O-3. H2O has become the go-to solution for organizations seeking to build data-driven and explainable solutions. In this course, you’ll learn about H2O’s versatile machine learning framework, which empowers you with high-performing and interpretable machine learning models. The H2O framework is compatible with Java, JSON, R, Python, and Scala. You’ll start by covering the concepts of machine learning models. ...Show More
TAKEAWAY SKILLS
Machine Learning
Data Science
Python
Artificial Intelligence
What You'll Learn
An understanding of distributed machine learning
Working knowledge of the powerful H2O ML framework, including various algorithms and their implementation in data science use cases
Hands-on experience in building explainable machine learning models and deriving insights from them
The ability to utilize autoML tools effectively for building fast, scalable, and robust machine learning models
What You'll Learn
An understanding of distributed machine learning
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Course Content
Introduction to Machine Learning
Supervised Learning: Regression Models with H2O
Supervised Learning: Classification Models with H2O
Unsupervised Learning: Clustering with H2O
Unsupervised Learning: Anomaly Detection with H2O
Closing Notes
1 Lesson
Appendix
1 Lesson
Course Author
Trusted by 1.4 million developers working at companies
Anthony Walker
@_webarchitect_
Emma Bostian 🐞
@EmmaBostian
Evan Dunbar
ML Engineer
Carlos Matias La Borde
Software Developer
Souvik Kundu
Front-end Developer
Vinay Krishnaiah
Software Developer
Eric Downs
Musician/Entrepeneur
Kenan Eyvazov
DevOps Engineer
Anthony Walker
@_webarchitect_
Emma Bostian 🐞
@EmmaBostian
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