Feature store for machine learning curate, discover, share and serve ML features at scale
Learn how to leverage feature stores to make the most of your machine learning models Key Features Understand the significance of feature stores in the ML life cycle Discover how features can be shared, discovered, and re-used Learn to make features available for online models during inference Book...
| Otros Autores: | |
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| Formato: | Libro electrónico |
| Idioma: | Inglés |
| Publicado: |
Birmingham, England ; Mumbai :
Packt
[2022]
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| Materias: | |
| Ver en Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009669526906719 |
Tabla de Contenidos:
- Table of Contents An Overview of the Machine Learning Life Cycle What Problems Do Feature Stores Solve? Feature Store Fundamentals, Terminology, and Usage Adding Feature Store to ML Models Model Training and Inference Model to Production and Beyond Feast Alternatives and ML Best Practices Use Case – Customer Churn Prediction.
