Limitless Analytics with Azure Synapse: An end-to-end analytics service for data processing, management, and ingestion for BI and ML

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Key benefits

Learn to ingest, prepare, manage, and serve data for immediate business requirements

Bring enterprise data warehousing and big data analytics together to gain insights from your data

Develop end-to-end analytics solutions using Azure Synapse

Description

Azure Synapse Analytics, which Microsoft describes as the next evolution of Azure SQL Data Warehouse, is a limitless analytics service that brings enterprise data warehousing and big data analytics together. With this book, you'll learn how to discover insights from your data effectively using this platform. The book starts with an overview of Azure Synapse Analytics, its architecture, and how it can be used to improve business intelligence and machine learning capabilities. Next, you'll go on to choose and set up the correct environment for your business problem. You'll also learn a variety of ways to ingest data from various sources and orchestrate the data using transformation techniques offered by Azure Synapse. Later, you'll explore how to handle both relational and non-relational data using the SQL language. As you progress, you'll perform real-time streaming and execute data analysis operations on your data using various languages, before going on to apply ML techniques to derive accurate and granular insights from data. Finally, you'll discover how to protect sensitive data in real time by using security and privacy features. By the end of this Azure book, you'll be able to build end-to-end analytics solutions while focusing on data prep, data management, data warehousing, and AI tasks.

What you will learn

Explore the necessary considerations for data ingestion and orchestration while building analytical pipelines

Understand pipelines and activities in Synapse pipelines and use them to construct end-to-end data-driven workflows

Query data using various coding languages on Azure Synapse

Focus on Synapse SQL and Synapse Spark

Manage and monitor resource utilization and query activity in Azure Synapse

Connect Power BI workspaces with Azure Synapse and create or modify reports directly from Synapse Studio

Create and manage IP firewall rules in Azure Synapse

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Amazon verified reviews

Arshad Ali Jun 23, 2021

Azure Synapse Analytics is a comprehensive and unified platform to build modern data warehouse from end to end. This book does a great job in describing Azure Synapse Analytics, its different engines - dedicated and serverless pool, based on MPP (Massively Parallel Processing) for your relational distributed workloads, and Spark pool for big data workload needs - and to get you started with step by step instructions. Further, it neatly covers how to build data integration pipelines and finally on consumption side, how to connect Power BI for visualization and to build machine learning models. If you are beginner, this book has step by step instructions to get you started quickly on Azure Synapse Analytics or if you are an experienced developer/architect this book has sections dedicated to help design modern analytics platform based on lambda architecture (batch and real-time) as well as provides proven best practices to optimize the performance of your application.

Amazon Verified review

Ashish A. Jun 25, 2021

Really Amazing content and precisely articulated.The best part of the book is being able to cater the learning needs for each and every individual irrespective of their current level of understanding of synapse whether being a beginner or an expert, the book has something in it for you and it will help you enhance your existing knowledge base.Must read !!

Ocimum Wellness Jun 21, 2021

This book approaches Synapse from all angles with an insider's view.You'll find a lot of books on data warehousing and designing your schemas, but they all contain very little information on how to actually build your pipelines and ingest data using Synapse specific tools, with a focus on leveraging all the bells and whistles the product has.This book fills in those gaps and helps you make the most of this workhorse of an offering from Microsoft. If you're on the fence, by all means get this book. Highly recommended.

simarmakhija Aug 24, 2021

Behind Closed Doors is a book that tries to answer many important questions and describes all important concepts of Analytics and Predictive modeling. The plot starts with the basics of analytics then covers all the important features of Synapse - Serverless and dedicated pool. It covers a wide variety of details of this area. I recommend this book for all freshers and experience holders with new legs in this area.

sumani Jul 03, 2021

I had to ramp up quick for one of my task in my current job. This book helped me in that. Each and every context is mentioned so detail. I had completed by task post reading this book. I strongly recommend this book for people who are keen on learning azure analytics

Limitless Analytics with Azure Synapse: An end-to-end analytics service for data processing, management, and ingestion for BI and ML

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Limitless Analytics with Azure Synapse: An end-to-end analytics service for data processing, management, and ingestion for BI and ML

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