{"product_id":"ml-and-generative-ai-in-the-data-lakehouse-building-and-deploying-ai-applications-at-scale-9781098178499","title":"ML and Generative AI in the Data Lakehouse: Building and Deploying AI Applications at Scale","description":"\u003cp\u003eYour organization's data lives in a lakehouse. Your AI ambitions demand models that understand your business, not just the internet. This book bridges that gap, showing you how to build scalable, production-ready ML and generative AI solutions using Databricks and the full power of data lakehouse architecture.\u003c\/p\u003e \u003cp\u003eAuthor Bennie Haelen draws on deep enterprise experience across healthcare, energy, and finance to guide you through deploying, tuning, and governing models on Databricks. You'll learn to combine traditional ML with LLMs, control costs using open source models, and apply best practices that hold up in production.\u003c\/p\u003e \u003cul\u003e\n\u003cli\u003eBuild, deploy, and monitor ML and GenAI models on Databricks lakehouse architecture\u003c\/li\u003e \u003cli\u003eExtract deeper actionable insights from your business data using large language models\u003c\/li\u003e \u003cli\u003eCombine traditional ML and GenAI models for customized, scalable enterprise solutions\u003c\/li\u003e \u003cli\u003eControl costs with open source models while maintaining performance and efficiency\u003c\/li\u003e \u003cli\u003eApply governance best practices using MLflow and Unity Catalog within Databricks\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Bennie Haelen\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e O'Reilly Media\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 07\/21\/2026\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 445\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.56lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.19h x 7.00w x 0.91d\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781098178499","brand":"O'Reilly Media","offers":[{"title":"Default Title","offer_id":47466927620233,"sku":"9781098178499","price":79.99,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0636\/9240\/6921\/files\/img_ba70e680-6945-4230-a244-2783b539e6c3.jpg?v=1784061515","url":"https:\/\/sonsanddaughtersbooks.com\/products\/ml-and-generative-ai-in-the-data-lakehouse-building-and-deploying-ai-applications-at-scale-9781098178499","provider":"Sons and Daughters Books","version":"1.0","type":"link"}