{"product_id":"9798868817205","title":"The Data Lakehouse Revolution: Harnessing the Power of Databricks for Generative AI and Machine Learning","description":"\u003ch1\u003eThe Data Lakehouse Revolution: Harnessing the Power of Databricks for Generative AI and Machine Learning\u003c\/h1\u003e \u003ch2\u003eKaushikk, Rajaniesh\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp class=\"MsoNormal\"\u003e\u003cspan style=\"mso-fareast-font-family: 'Times New Roman'; color: black;\"\u003eWe are racing toward a new kind of AI\u003cspan style=\"font-size: 12.0pt; line-height: 115%; font-family: 'Aptos',sans-serif; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: Aptos; mso-fareast-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-font-family: 'Times New Roman'; mso-bidi-theme-font: minor-bidi; mso-ansi-language: EN-US; mso-fareast-language: EN-US; mso-bidi-language: AR-SA;\"\u003e—\u003c\/span\u003efaster, smarter, and more connected than ever. At the heart of it is the Data Lakehouse, and Databricks is the engine powering the transformation.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\"\u003e\u003cspan style=\"mso-fareast-font-family: 'Times New Roman'; color: black;\"\u003eWhether you're a data scientist training models, an engineer scaling pipelines, or an architect modernizing your stack, this book gives you what you need to stay ahead. Inside, you'll understand how to unlock the full potential of Machine Learning and Generative AI (GenAI) using Databricks—no fluff, just real tools, real strategies, and real results.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\"\u003e\u003cspan style=\"mso-fareast-font-family: 'Times New Roman'; color: black;\"\u003eFrom MLFlow and AutoML to Unity Catalog, Retrieval Augment Generation (RAG), and Vector Search, you'll get a complete blueprint for building intelligent systems that actually work in production. With step-by-step labs, industry case studies, and expert tips from someone who's lived through the entire evolution of enterprise AI, this book is your guide to mastering what's next.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\"\u003e\u003cspan style=\"mso-fareast-font-family: 'Times New Roman'; color: black;\"\u003eIf you're serious regarding building AI that matters, this is where your journey begins.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\"\u003e\u003cstrong\u003e\u003cspan style=\"mso-fareast-font-family: 'Times New Roman'; color: black;\"\u003eWhat You'll Learn\u003c\/span\u003e\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul type=\"disc\" data-editing-info='{\"applyListStyleFromLevel\":true}'\u003e\n\u003cli class=\"MsoNormal\" style=\"color: black; mso-margin-top-alt: auto; mso-margin-bottom-alt: auto; mso-list: l0 level1 lfo1; tab-stops: list .5in;\"\u003e\u003cspan style=\"mso-fareast-font-family: 'Times New Roman';\"\u003eBuild full-stack ML and GenAI solutions on Databricks\u003c\/span\u003e\u003c\/li\u003e\n\u003cli class=\"MsoNormal\" style=\"color: black; mso-margin-top-alt: auto; mso-margin-bottom-alt: auto; mso-list: l0 level1 lfo1; tab-stops: list .5in;\"\u003e\u003cspan style=\"mso-fareast-font-family: 'Times New Roman';\"\u003eTrain and track models with MLFlow, AutoML, and tuning strategies\u003c\/span\u003e\u003c\/li\u003e\n\u003cli class=\"MsoNormal\" style=\"color: black; mso-margin-top-alt: auto; mso-margin-bottom-alt: auto; mso-list: l0 level1 lfo1; tab-stops: list .5in;\"\u003e\u003cspan style=\"mso-fareast-font-family: 'Times New Roman';\"\u003eSecure and govern data with Unity Catalog\u003c\/span\u003e\u003c\/li\u003e\n\u003cli class=\"MsoNormal\" style=\"color: black; mso-margin-top-alt: auto; mso-margin-bottom-alt: auto; mso-list: l0 level1 lfo1; tab-stops: list .5in;\"\u003e\u003cspan style=\"mso-fareast-font-family: 'Times New Roman';\"\u003eApply explainable, ethical AI techniques\u003c\/span\u003e\u003c\/li\u003e\n\u003cli class=\"MsoNormal\" style=\"color: black; mso-margin-top-alt: auto; mso-margin-bottom-alt: auto; mso-list: l0 level1 lfo1; tab-stops: list .5in;\"\u003e\u003cspan style=\"mso-fareast-font-family: 'Times New Roman';\"\u003eDeploy and monitor ML models in real-world pipelines\u003c\/span\u003e\u003c\/li\u003e\n\u003cli class=\"MsoNormal\" style=\"color: black; mso-margin-top-alt: auto; mso-margin-bottom-alt: auto; mso-list: l0 level1 lfo1; tab-stops: list .5in;\"\u003e\u003cspan style=\"mso-fareast-font-family: 'Times New Roman';\"\u003eUse RAG and vector search to power GenAI applications\u003c\/span\u003e\u003c\/li\u003e\n\u003cli class=\"MsoNormal\" style=\"color: black; mso-margin-top-alt: auto; mso-margin-bottom-alt: auto; mso-list: l0 level1 lfo1; tab-stops: list .5in;\"\u003e\u003cspan style=\"mso-fareast-font-family: 'Times New Roman';\"\u003eGain confidence with hands-on labs and real enterprise use cases\u003c\/span\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cstrong\u003eWho This Book Is For\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003eAzure administrators, data architects, and data engineers\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Apress\u003c\/p\u003e \u003cp\u003ePublication Date: 2025-11-01\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9798868817205\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/979-8-8688-1721-2\u003c\/p\u003e \u003cp\u003eDimensions: 254cm x178cm\u003c\/p\u003e \u003cp\u003ePages: 451\u003c\/p\u003e ","brand":"Apress","offers":[{"title":"Default Title","offer_id":44334971388044,"sku":"9798868817205","price":53.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9798868817205.jpg?v=1775067191","url":"https:\/\/lateknightbooks.com\/products\/9798868817205","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}