Learn Azure Synapse Data Explorer: A guide to building real-time analytics solutions to unlock log and telemetry data

Learn Azure Synapse Data Explorer: A guide to building real-time analytics solutions to unlock log and telemetry data
by Pericles (Peri) Rocha(Author)
Publisher Finelybook 出版社: Packt Publishing (February 17, 2023)
Language 语言: English
pages 页数: 346 pages
ISBN-10 书号: 1803233958
ISBN-13 书号: 9781803233956

Book Description
A hands-on guide to working on use cases helping you ingest, analyze, and serve insightful data from IoT as well as telemetry data sources using Azure Synapse Data Explorer
Free PDF included with this book

Key Features
Augment advanced analytics projects with your IoT and application data
Expand your existing Azure Synapse environments with unstructured data
Build industry-level projects on integration, experimentation, and dashboarding with Azure Synapse

Book Description
Large volumes of data are generated daily from applications, websites, IoT devices, and other free-text, semi-structured data sources. Azure Synapse Data Explorer helps you collect, store, and analyze such data, and work with other analytical engines, such as Apache Spark, to develop advanced data science projects and maximize the value you extract from data.
This book offers a comprehensive view of Azure Synapse Data Explorer, exploring not only the core scenarios of Data Explorer but also how it integrates within Azure Synapse. From data ingestion to data visualization and advanced analytics, you'll learn to take an end-to-end approach to maximize the value of unstructured data and drive powerful insights using data science capabilities. With real-world usage scenarios, you'll discover how to identify key projects where Azure Synapse Data Explorer can help you achieve your business goals. Throughout the chapters, you'll also find out how to manage big data as part of a software as a service (SaaS) platform, as well as tune, secure, and serve data to end users.
By the end of this book, you'll have mastered the big data life cycle and you'll be able to implement advanced analytical scenarios from raw telemetry and log data.

What you will learn
Integrate Data Explorer pools with all other Azure Synapse services
Create Data Explorer pools with Azure Synapse Studio and Azure Portal
Ingest, analyze, and serve data to users using Azure Synapse pipelines
Integrate Power BI and visualize data with Synapse Studio
Configure Azure Machine Learning integration in Azure Synapse
Manage cost and troubleshoot Data Explorer pools in Synapse Analytics
Secure Synapse workspaces and grant access to Data Explorer pools

Who this book is for
If you are a data engineer, data analyst, or business analyst working with unstructured data and looking to learn how to maximize the value of such data, this book is for you. If you already have experience working with Azure Synapse and want to incorporate unstructured data into your data science project, you'll also find plenty of useful information in this book. To maximize your learning experience, familiarity with data and performing simple queries using SQL or KQL is recommended. Basic knowledge of Python will help you get more from the examples.

Table of contents
Introducing Azure Synapse Data Explorer
Creating Your First Data Explorer Pool
Exploring Azure Synapse Studio
Real-World Usage Scenarios
Ingesting Data into Data Explorer Pools
Data Analysis and Exploration with KQL and Python
Data Visualization with Power BI
Building Machine Learning Experiments
Exporting Data from Data Explorer Pools
System Monitoring and Diagnostics
Tuning and Resource Management
Securing Your Environment
Advanced Data Management

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