The Data Lakehouse Revolution
Harnessing the Power of Databricks for Generative AI and Machine Learning
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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 Augment Gener...
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
Azure admini
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
Azure admini
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