Book Image

Azure Data Engineer Associate Certification Guide

By : Newton Alex
Book Image

Azure Data Engineer Associate Certification Guide

By: Newton Alex

Overview of this book

Azure is one of the leading cloud providers in the world, providing numerous services for data hosting and data processing. Most of the companies today are either cloud-native or are migrating to the cloud much faster than ever. This has led to an explosion of data engineering jobs, with aspiring and experienced data engineers trying to outshine each other. Gaining the DP-203: Azure Data Engineer Associate certification is a sure-fire way of showing future employers that you have what it takes to become an Azure Data Engineer. This book will help you prepare for the DP-203 examination in a structured way, covering all the topics specified in the syllabus with detailed explanations and exam tips. The book starts by covering the fundamentals of Azure, and then takes the example of a hypothetical company and walks you through the various stages of building data engineering solutions. Throughout the chapters, you'll learn about the various Azure components involved in building the data systems and will explore them using a wide range of real-world use cases. Finally, you’ll work on sample questions and answers to familiarize yourself with the pattern of the exam. By the end of this Azure book, you'll have gained the confidence you need to pass the DP-203 exam with ease and land your dream job in data engineering.
Table of Contents (23 chapters)
1
Part 1: Azure Basics
3
Part 2: Data Storage
10
Part 3: Design and Develop Data Processing (25-30%)
15
Part 4: Design and Implement Data Security (10-15%)
17
Part 5: Monitor and Optimize Data Storage and Data Processing (10-15%)
20
Part 6: Practice Exercises

Implementing data redundancy

Data redundancy is the process of storing multiple copies of data at different locations, in order to protect the data from events such as power failures, disk failures, network failures, and even major catastrophes such as entire data center outages. Azure Storage provides multiple options for data redundancy both at local data center levels and across data centers. We can broadly group the options into these two categories:

  • Primary region redundancy
  • Secondary region redundancy

Let's look at these options in detail.

Azure storage redundancy in the primary region

This type of redundancy covers localized failures such as disk failures, machine failures, and rack failures. There are two types of primary region redundancy, as detailed next.

Locally redundant storage (LRS)

With this type of redundancy, the data is copied three times across multiple machines in the same physical region within a data center. This option provides...