Book Image

Scalable Data Analytics with Azure Data Explorer

By : Jason Myerscough
Book Image

Scalable Data Analytics with Azure Data Explorer

By: Jason Myerscough

Overview of this book

Azure Data Explorer (ADX) enables developers and data scientists to make data-driven business decisions. This book will help you rapidly explore and query your data at scale and secure your ADX clusters. The book begins by introducing you to ADX, its architecture, core features, and benefits. You'll learn how to securely deploy ADX instances and navigate through the ADX Web UI, cover data ingestion, and discover how to query and visualize your data using the powerful Kusto Query Language (KQL). Next, you'll get to grips with KQL operators and functions to efficiently query and explore your data, as well as perform time series analysis and search for anomalies and trends in your data. As you progress through the chapters, you'll explore advanced ADX topics, including deploying your ADX instances using Infrastructure as Code (IaC). The book also shows you how to manage your cluster performance and monthly ADX costs by handling cluster scaling and data retention periods. Finally, you'll understand how to secure your ADX environment by restricting access with best practices for improving your KQL query performance. By the end of this Azure book, you'll be able to securely deploy your own ADX instance, ingest data from multiple sources, rapidly query your data, and produce reports with KQL and Power BI.
Table of Contents (18 chapters)
1
Section 1: Introduction to Azure Data Explorer
5
Section 2: Querying and Visualizing Your Data
11
Section 3: Advanced Azure Data Explorer Topics

Section 1: Introduction to Azure Data Explorer

This section introduces you to Azure Data Explorer (ADX) by discussing the core features and benefits of ADX, such as low-latency data ingestion, the ADX architecture, and how to quickly deploy your instance of ADX via the Azure portal, PowerShell, and ARM templates. The final chapter of this section presents an overview of the ADX web UI, where you will spend most of your time analyzing your data. By the end of this section, you will understand the core features of ADX, be able to deploy your own ADX instances, and be comfortable navigating and using the ADX web UI. This section sets the foundations for Section 2, where you will begin to ingest and analyze the data.

This section consists of the following chapters:

  • Chapter 1, Introducing Azure Data Explorer
  • Chapter 2, Building Your Azure Data Explorer Environment
  • Chapter 3, Exploring the Azure Data Explorer UI