{"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\u003e In today's race to harness generative AI, many teams struggle to integrate these advanced tools into their business systems. While platforms like GPT-4 and Google's Gemini are powerful, they aren't always tailored to specific business needs. This book offers a practical guide to building scalable, customized AI solutions using the full potential of data lakehouse architecture.\u003c\/p\u003e \u003cp\u003e Author Bennie Haelen covers everything from deploying ML and GenAI models in Databricks to optimizing performance with best practices. In this must-read for data professionals, you'll gain the tools to unlock the power of large language models (LLMs) by seamlessly combining data engineering and data science to create impactful solutions.\u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e\u003cul\u003e \u003cli\u003eLearn to build, deploy, and monitor ML and GenAI models on a data lakehouse architecture using Databricks \u003c\/li\u003e\n\u003cli\u003eLeverage LLMs to extract deeper, actionable insights from your business data residing in lakehouses \u003c\/li\u003e\n\u003cli\u003eDiscover how to integrate traditional ML and GenAI models for customized, scalable solutions \u003c\/li\u003e\n\u003cli\u003eUtilize open source models to control costs while maintaining model performance and efficiency \u003c\/li\u003e\n\u003cli\u003eImplement best practices for optimizing ML and GenAI models within the Databricks platform \u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\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\/28\/2026\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781098178499\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 430","brand":"Bennie Haelen","offers":[{"title":"Default Title","offer_id":52604439625909,"sku":"9781098178499","price":67.99,"currency_code":"USD","in_stock":false}],"url":"https:\/\/pastforward.org\/products\/ml-and-generative-ai-in-the-data-lakehouse-building-and-deploying-ai-applications-at-scale-9781098178499","provider":"Past Forward","version":"1.0","type":"link"}