Description: Further DetailsTitle: The Azure Data Lakehouse ToolkitCondition: NewSubtitle: Building and Scaling Data Lakehouses on Azure with Delta Lake, Apache Spark, Databricks, Synapse Analytics, and SnowflakeEAN: 9781484282328ISBN: 9781484282328Edition: 1st ed.Publisher: APressFormat: PaperbackRelease Date: 07/14/2022Description: Design and implement a modern data lakehouse on the Azure Data Platform using Delta Lake, Apache Spark, Azure Databricks, Azure Synapse Analytics, and Snowflake. This book teaches you the intricate details of the Data Lakehouse Paradigm and how to efficiently design a cloud-based data lakehouse using highly performant and cutting-edge Apache Spark capabilities using Azure Databricks, Azure Synapse Analytics, and Snowflake. You will learn to write efficient PySpark code for batch and streaming ELT jobs on Azure. And you will follow along with practical, scenario-based examples showing how to apply the capabilities of Delta Lake and Apache Spark to optimize performance, and secure, share, and manage a high volume, high velocity, and high variety of data in your lakehouse with ease. The patterns of success that you acquire from reading this book will help you hone your skills to build high-performing and scalable ACID-compliant lakehouses using flexible and cost-efficient decoupled storage and compute capabilities. Extensive coverage of Delta Lake ensures that you are aware of and can benefit from all that this new, open source storage layer can offer. In addition to the deep examples on Databricks in the book, there is coverage of alternative platforms such as Synapse Analytics and Snowflake so that you can make the right platform choice for your needs.After reading this book, you will be able to implement Delta Lake capabilities, including Schema Evolution, Change Feed, Live Tables, Sharing, and Clones to enable better business intelligence and advanced analytics on your data within the Azure Data Platform.What You Will LearnImplement the Data Lakehouse Paradigm on Microsoft’s Azure cloud platformBenefit from the new Delta Lake open-source storage layer for data lakehouses Take advantage of schema evolution, change feeds, live tables, and moreWritefunctional PySpark code for data lakehouse ELT jobsOptimize Apache Spark performance through partitioning, indexing, and other tuning optionsChoose between alternatives such as Databricks, Synapse Analytics, and SnowflakeWho This Book Is ForData, analytics, and AI professionals at all levels, including data architect and data engineer practitioners. Also for data professionals seeking patterns of success by which to remain relevant as they learn to build scalable data lakehouses for their organizations and customers who are migrating into the modern Azure Data Platform. Language: EnglishCountry/Region of Manufacture: USItem Height: 254mmItem Length: 178mmAuthor: Ron L'EsteveGenre: Computing & InternetRelease Year: 2022 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.
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Book Title: The Azure Data Lakehouse Toolkit
Title: The Azure Data Lakehouse Toolkit
Subtitle: Building and Scaling Data Lakehouses on Azure with Delta Lake, Ap
EAN: 9781484282328
ISBN: 9781484282328
Edition: 1st ed.
Release Date: 07/14/2022
Release Year: 2022
Country/Region of Manufacture: US
Item Height: 254mm
Genre: Computing & Internet
Number of Pages: Xxii, 465 Pages
Language: English
Publication Name: Azure Data Lakehouse Toolkit : Building and Scaling Data Lakehouses with Delta Lake, Apache Spark, Azure Databricks and Synapse Analytics, and Snowflake
Publisher: Apress L. P.
Subject: Engineering (General), Cloud Computing, Databases / General, Programming / Microsoft
Publication Year: 2022
Type: Textbook
Item Weight: 32.5 Oz
Author: Ron L'esteve
Subject Area: Computers, Technology & Engineering
Item Length: 10 in
Item Width: 7 in
Format: Trade Paperback
