The Data Lakehouse Revolution - Kaushikk, Rajaniesh
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We are racing toward a new kind of AI faster, smarter, and more connected than ever. At the heart of it is the Data Lakehouse, and Databricks is the engine powering the transformation.
Whether 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.
From MLFlow and AutoML to Unity Catalog, Retrieval…mehr

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Produktbeschreibung
We are racing toward a new kind of AI faster, smarter, and more connected than ever. At the heart of it is the Data Lakehouse, and Databricks is the engine powering the transformation.

Whether 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.

From 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.

If you're serious regarding building AI that matters, this is where your journey begins.

What You'll Learn
Build full-stack ML and GenAI solutions on DatabricksTrain and track models with MLFlow, AutoML, and tuning strategiesSecure and govern data with Unity CatalogApply explainable, ethical AI techniquesDeploy and monitor ML models in real-world pipelinesUse RAG and vector search to power GenAI applicationsGain confidence with hands-on labs and real enterprise use cases
Who This Book Is For

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Autorenporträt
Rajaniesh Kaushikk didn't just grow into a data and AI leader—he's been building, learning, and teaching since the days when "cloud" only meant the weather. During the past 23 years, he has helped global teams harness the power of Generative AI, machine learning, data lakehouse platforms, and Apache Spark to turn complex challenges into scalable, intelligent solutions. He thrives at the intersection of technology, creativity, and community—where ideas are shared, innovations are built, and people grow. Rajaniesh has received Most Valuable Professional awards from both Microsoft and Databricks, along with the distinction of Databricks Champion—honors that reflect his deep commitment to sharing knowledge and driving meaningful impact in the field. He's a sought-after speaker at Microsoft and Databricks, regularly connecting with learners around the globe through his blog at RajanieshKaushikk.com and his YouTube channel @RajanieshKaushikk, where he breaks down complex topics into practical, accessible insights. Outside of technology, Rajaniesh finds joy in cooking, listening to music, and spending time with his wife, daughter, and their ever-curious dog. For Rajaniesh, technology isn't just a profession—it's a means to connect, create, and inspire the next generation of builders.