Book Image

Learn Azure Synapse Data Explorer

By : Pericles (Peri) Rocha
Book Image

Learn Azure Synapse Data Explorer

By: Pericles (Peri) Rocha

Overview of this book

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.
Table of Contents (19 chapters)
1
Part 1 Introduction to Azure Synapse Data Explorer
6
Part 2 Working with Data
12
Part 3 Managing Azure Synapse Data Explorer

Protecting against external threats

Azure Synapse integrates with the Microsoft Defender for Cloud platform to assess, secure, and defend your cloud resources. The platform actively monitors your cloud environments on Microsoft Azure, Amazon Web Services (AWS), and Google Cloud Platform (GCP) to track your security efforts, provide security recommendations, and defend and alert you of security incidents in real time.

The Microsoft Defender for Cloud integration with Azure Synapse offers support for Microsoft Defender for SQL only, allowing you to monitor your dedicated SQL pools for SQL injection attacks, uncommon access attempts for database queries, and suspicious activity that could be malicious. This integration does not currently include serverless SQL pools, Apache Spark pools, or Data Explorer pools. For that reason, we will not cover this capability in detail. You can learn more about protecting your SQL environment at https://learn.microsoft.com/azure/azure-sql/database...