Book

Machine Learning at Scale with H2O

Machine Learning at Scale with H2O helps you to succeed in building and deploying state-of-the-art predictive models with large data volumes in an enterprise setting. The book enables you to understand the perspectives of varied stakeholders while navigating the journey from model development to business value.

Offered byPackt Logo

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

About Course

Book Content

chapters 13h12m total length

1. Opportunities and Challenges
2. Platform Components and Key Concepts
3. Fundamental Workflow - Data to Deployable Model
4. H2O Model Building at Scale – Capability Articulation
5. Advanced Model Building – Part I
6. Advanced Model Building – Part II
7. Understanding ML Models
8. Putting It All Together
9. Production Scoring and the H2O MOJO
10. H2O Model Deployment Patterns
11. The Administrator and Operations Views
12. The Enterprise Architect and Security Views
13. Introducing the H2O AI Cloud
14. H2O at Scale in a Larger Platform Context
15. Appendix – Alternative Methods to Launch H2O Clusters

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