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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...
| Clasificación: | Libro Electrónico |
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| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Birmingham :
Packt Publishing, Limited,
2022.
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| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
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.