E-Book, Englisch, 396 Seiten
Keys / Whiting Machine Learning at Scale with H2O
1. Auflage 2022
ISBN: 978-1-80056-929-4
Verlag: De Gruyter
Format: EPUB
Kopierschutz: 0 - No protection
A practical guide to building and deploying machine learning models on enterprise systems
E-Book, Englisch, 396 Seiten
ISBN: 978-1-80056-929-4
Verlag: De Gruyter
Format: EPUB
Kopierschutz: 0 - No protection
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Weitere Infos & Material
Table of Contents - Opportunities and Challenges
- Platform Components and Key Concepts
- Fundamental Workflow - Data to Deployable Model
- H2O Model Building at Scale – Capability Articulation
- Advanced Model Building – Part I
- Advanced Model Building – Part II
- Understanding ML Models
- Putting It All Together
- Production Scoring and the H2O MOJO
- H2O Model Deployment Patterns
- The Administrator and Operations Views
- The Enterprise Architect and Security Views
- Introducing the H2O AI Cloud
- H2O at Scale in a Larger Platform Context
- Appendix – Alternative Methods to Launch H2O Clusters