{"product_id":"ml-and-generative-ai-in-the-data-lakehouse","title":"ML and Generative AI in the Data Lakehouse","description":"\u003cp\u003eIn 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\u003eAuthor 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\n\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","brand":"O'Reilly Media","offers":[{"title":"Default Title","offer_id":55476746617176,"sku":"9781098178499","price":76.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0278\/1295\/4195\/files\/9781098178499_0296e39e-5e9c-4436-be4d-19270437813d.jpg?v=1778675463","url":"https:\/\/agendabookshop.com\/products\/ml-and-generative-ai-in-the-data-lakehouse","provider":"Agenda Bookshop","version":"1.0","type":"link"}