{"product_id":"databricks-lakehouse-platform-cookbook-100-recipes-for-building-a-scalable-and-secure-databricks-lakehouse-english-edition-9789355519566","title":"Databricks Lakehouse Platform Cookbook: 100+ recipes for building a scalable and secure Databricks Lakehouse (English Edition)","description":"\u003cp\u003e\u003cstrong\u003eAnalyze, Architect, and Innovate with Databricks Lakehouse\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eThe Databricks Lakehouse is groundbreaking technology that simplifies data storage, processing, and analysis. This cookbook offers a clear and practical guide to building and optimizing your Lakehouse to make data-driven decisions and drive impactful results.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eThis definitive guide walks you through the entire Lakehouse journey, from setting up your environment, and connecting to storage, to creating Delta tables, building data models, and ingesting and transforming data. We start off by discussing how to ingest data to Bronze, then refine it to produce Silver. Next, we discuss how to create Gold tables and various data modeling techniques often performed in the Gold layer. You will learn how to leverage Spark SQL and PySpark for efficient data manipulation, apply Delta Live Tables for real-time data processing, and implement Machine Learning and Data Science workflows with MLflow, Feature Store, and AutoML. The book also delves into advanced topics like graph analysis, data governance, and visualization, equipping you with the necessary knowledge to solve complex data challenges.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eBy the end of this cookbook, you will be a confident Lakehouse expert, capable of designing, building, and managing robust data-driven solutions.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWHAT YOU WILL LEARN\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e● Design and build a robust Databricks Lakehouse environment.\u003c\/p\u003e\u003cp\u003e● Create and manage Delta tables with advanced transformations.\u003c\/p\u003e\u003cp\u003e● Analyze and transform data using SQL and Python.\u003c\/p\u003e\u003cp\u003e● Build and deploy machine learning models for actionable insights.\u003c\/p\u003e\u003cp\u003e● Implement best practices for data governance and security.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWHO THIS BOOK IS FOR\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eThis book is meant for Data Engineers, Data Analysts, Data Scientists, Business intelligence professionals, and Architects who want to go to the next level of Data Engineering using the Databricks platform to construct Lakehouses.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Alan L. Dennis\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Bpb Publications\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 12\/18\/2023\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 466\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.76lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.25h x 7.50w x 0.94d\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9789355519566\u003cp\u003e\u003ci\u003eThis title is not returnable\u003c\/i\u003e\u003cbr\u003e\u003c\/p\u003e","brand":"Bpb Publications","offers":[{"title":"Paperback","offer_id":43240576712819,"sku":"9.78936E+12","price":60.3,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0555\/9255\/0515\/files\/img_0924777c-b837-4821-adf8-26dd0bcd1943.jpg?v=1754228074","url":"https:\/\/bookstorenmore.com\/products\/databricks-lakehouse-platform-cookbook-100-recipes-for-building-a-scalable-and-secure-databricks-lakehouse-english-edition-9789355519566","provider":"Bookstore N More","version":"1.0","type":"link"}