{"product_id":"azure-databricks-cookbook-accelerate-and-scale-real-time-analytics-solutions-using-the-apache-spark-based-analytics-service-9781789809718","title":"Azure Databricks Cookbook: Accelerate and scale real-time analytics solutions using the Apache Spark-based analytics service","description":"\u003cp\u003e\u003cstrong\u003eGet to grips with building and productionizing end-to-end big data solutions in Azure and learn best practices for working with large datasets\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKey Features: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eIntegrate with Azure Synapse Analytics, Cosmos DB, and Azure HDInsight Kafka Cluster to scale and analyze your projects and build pipelines\u003c\/li\u003e\n\u003cli\u003eUse Databricks SQL to run ad hoc queries on your data lake and create dashboards\u003c\/li\u003e\n\u003cli\u003eProductionize a solution using CI\/CD for deploying notebooks and Azure Databricks Service to various environments\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eBook Description: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eAzure Databricks is a unified collaborative platform for performing scalable analytics in an interactive environment. The Azure Databricks Cookbook provides recipes to get hands-on with the analytics process, including ingesting data from various batch and streaming sources and building a modern data warehouse.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eThe book starts by teaching you how to create an Azure Databricks instance within the Azure portal, Azure CLI, and ARM templates. You'll work through clusters in Databricks and explore recipes for ingesting data from sources, including files, databases, and streaming sources such as Apache Kafka and EventHub. The book will help you explore all the features supported by Azure Databricks for building powerful end-to-end data pipelines. You'll also find out how to build a modern data warehouse by using Delta tables and Azure Synapse Analytics. Later, you'll learn how to write ad hoc queries and extract meaningful insights from the data lake by creating visualizations and dashboards with Databricks SQL. Finally, you'll deploy and productionize a data pipeline as well as deploy notebooks and Azure Databricks service using continuous integration and continuous delivery (CI\/CD).\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eBy the end of this Azure book, you'll be able to use Azure Databricks to streamline different processes involved in building data-driven apps.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWhat You Will Learn: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eRead and write data from and to various Azure resources and file formats\u003c\/li\u003e\n\u003cli\u003eBuild a modern data warehouse with Delta Tables and Azure Synapse Analytics\u003c\/li\u003e\n\u003cli\u003eExplore jobs, stages, and tasks and see how Spark lazy evaluation works\u003c\/li\u003e\n\u003cli\u003eHandle concurrent transactions and learn performance optimization in Delta tables\u003c\/li\u003e\n\u003cli\u003eLearn Databricks SQL and create real-time dashboards in Databricks SQL\u003c\/li\u003e\n\u003cli\u003eIntegrate Azure DevOps for version control, deploying, and productionizing solutions with CI\/CD pipelines\u003c\/li\u003e\n\u003cli\u003eDiscover how to use RBAC and ACLs to restrict data access\u003c\/li\u003e\n\u003cli\u003eBuild end-to-end data processing pipeline for near real-time data analytics\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWho this book is for: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eThis recipe-based book is for data scientists, data engineers, big data professionals, and machine learning engineers who want to perform data analytics on their applications. Prior experience of working with Apache Spark and Azure is necessary to get the most out of this book. \u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAbout the Author\u003c\/b\u003e\u003cbr\u003e\u003cb\u003e\u003ci\u003eRaj, Phani:\u003c\/i\u003e\u003c\/b\u003e - Phani Raj is an Azure data architect at Microsoft. He has more than 12 years of IT experience and works primarily on the architecture, design, and development of complex data warehouses, OLTP, and big data solutions on Azure for customers across the globe.\u003cb\u003e\u003ci\u003eJaiswal, Vinod:\u003c\/i\u003e\u003c\/b\u003e - Vinod Jaiswal is a data engineer at Microsoft. He has more than 13 years of IT experience and works primarily on the architecture, design, and development of complex data warehouses, OLTP, and big data solutions on Azure using Azure data services for a variety of customers. He has also worked on designing and developing real-time data processing and analytics reports from the data ingested from streaming systems using Azure Databricks.","brand":"Packt Publishing","offers":[{"title":"Default Title","offer_id":50507697291538,"sku":"9781789809718","price":50.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0831\/4771\/8930\/files\/img_71c652ee-13a9-4d19-8580-2e967db4b155.jpg?v=1730866383","url":"https:\/\/surprise-castle.myshopify.com\/products\/azure-databricks-cookbook-accelerate-and-scale-real-time-analytics-solutions-using-the-apache-spark-based-analytics-service-9781789809718","provider":"Surprise Castle","version":"1.0","type":"link"}