{"product_id":"building-machine-learning-systems-with-a-feature-store-batch-real-time-and-llm-systems-paperback","title":"Building Machine Learning Systems with a Feature Store: Batch, Real-Time, and LLM Systems - Paperback","description":"\u003cdiv\u003e\u003cp style=\"text-align: right;\"\u003e\u003ca href=\"https:\/\/reportcopyrightinfringement.com\/\" target=\"_blank\" rel=\"nofollow\"\u003e\u003cb\u003eReport copyright infringement\u003c\/b\u003e\u003c\/a\u003e\u003c\/p\u003e\u003c\/div\u003e\u003cp\u003eby \u003cb\u003eJim Dowling\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eGet up to speed on a new unified approach to building machine learning (ML) systems with a feature store. Using this practical book, data scientists and ML engineers will learn in detail how to develop and operate batch, real-time, and agentic ML systems.\u003c\/p\u003e \u003cp\u003eAuthor Jim Dowling introduces fundamental principles and practices for developing, testing, and operating ML and AI systems at scale. You'll see how any AI system can be decomposed into independent feature, training, and inference pipelines connected by a shared data layer. Through example ML systems, you'll tackle the hardest part of ML systems--the data, learning how to transform data into features and embeddings, and how to design a data model for AI.\u003c\/p\u003e \u003cul\u003e \u003cli\u003e\u003cp\u003eDevelop batch ML systems at any scale\u003c\/p\u003e\u003c\/li\u003e \u003cli\u003e\u003cp\u003eDevelop real-time ML systems by shifting left or shifting right feature computation\u003c\/p\u003e\u003c\/li\u003e \u003cli\u003e\u003cp\u003eDevelop agentic ML systems that use LLMs, tools, and retrieval-augmented generation\u003c\/p\u003e\u003c\/li\u003e \u003cli\u003e\u003cp\u003eUnderstand and apply MLOps principles when developing and operating ML systems\u003c\/p\u003e\u003c\/li\u003e \u003c\/ul\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 506\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 1.02 x 9.19 x 7 IN\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e December 16, 2025\u003c\/div\u003e\n            ","brand":"BooksCloud","offers":[{"title":"Default Title","offer_id":44848297377894,"sku":"9781098165239","price":96.84,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0599\/7255\/0758\/files\/6ak-vjXbf99781098165239.webp?v=1772744723","url":"https:\/\/infinitylightwa.com\/products\/building-machine-learning-systems-with-a-feature-store-batch-real-time-and-llm-systems-paperback","provider":"Infinity Light","version":"1.0","type":"link"}