Book

Practical Automated Machine Learning Using H2O.ai

Practical Automated Machine Learning Using H2O.ai covers in detail how H2O automates the machine learning effort and how you can use it to develop your ML systems quickly and easily. This book helps you to focus on achieving results while H2O does all the heavy lifting for you.

Offered byPackt Logo

Difficulty Level
Intermediate
Completion Time
13h12m approx.
Language
English
Certification
Not available

About Course

Book Content

chapters 13h12m total length

1. Understanding H2O AutoML Basics
2. Working with H2O Flow (H2O’s Web UI)
3. Understanding Data Processing
4. Understanding H2O AutoML Training and Architecture
5. Understanding AutoML Algorithms
6. Understanding H2O AutoML Leaderboard and Other Performance Metrics
7. Working with Model Explainability
8. Exploring Optional Parameters for H2O AutoML
9. Exploring Miscellaneous Features in H2O AutoML
10. Working with Plain Old Java Objects (POJOs)
11. Working with Model Object, Optimized (MOJO)
12. Working with H2O AutoML and Apache Spark
13. Using H2O AutoML with Other Technologies

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