O'Reilly MediaBuilding Machine Learning Systems
Batch, Real-Time, and LLM Systems
Overview of this book's mission by the Author:
The goal of this book is to introduce ML systems built with feature stores, and how to build the pipelines (programs with well-defined inputs and outputs) for ML systems while following MLOps best practices for the incremental development and improvement of your ML systems.
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In this book, you will:
- 1Learn how to build 3 types of ML systems in a unified architecture: Batch, Real-Time, and LLMs.
- 1Learn about real-world applications in batch, real-time and LLM machine learning systems.