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Azure Data Engineer Associate Certification Guide

You're reading from  Azure Data Engineer Associate Certification Guide

Product type Book
Published in Feb 2022
Publisher Packt
ISBN-13 9781801816069
Pages 574 pages
Edition 1st Edition
Languages
Concepts
Author (1):
Newton Alex Newton Alex
Profile icon Newton Alex

Table of Contents (23) Chapters

Preface 1. Part 1: Azure Basics
2. Chapter 1: Introducing Azure Basics 3. Part 2: Data Storage
4. Chapter 2: Designing a Data Storage Structure 5. Chapter 3: Designing a Partition Strategy 6. Chapter 4: Designing the Serving Layer 7. Chapter 5: Implementing Physical Data Storage Structures 8. Chapter 6: Implementing Logical Data Structures 9. Chapter 7: Implementing the Serving Layer 10. Part 3: Design and Develop Data Processing (25-30%)
11. Chapter 8: Ingesting and Transforming Data 12. Chapter 9: Designing and Developing a Batch Processing Solution 13. Chapter 10: Designing and Developing a Stream Processing Solution 14. Chapter 11: Managing Batches and Pipelines 15. Part 4: Design and Implement Data Security (10-15%)
16. Chapter 12: Designing Security for Data Policies and Standards 17. Part 5: Monitor and Optimize Data Storage and Data Processing (10-15%)
18. Chapter 13: Monitoring Data Storage and Data Processing 19. Chapter 14: Optimizing and Troubleshooting Data Storage and Data Processing 20. Part 6: Practice Exercises
21. Chapter 15: Sample Questions with Solutions 22. Other Books You May Enjoy

Introducing Azure Services

Azure provides a wide array of services and technologies that can easily fulfill most real-world use cases. The services provided by Azure can be categorized like so.

Infrastructure as a Service (IaaS)

In IaaS, you get the bare infrastructure such as VMs, VNets, and storage, and you need to build the rest of the application stack yourself. This option gives the most flexibility for the developers in terms of OS versions, library versions, custom patches, and so on.

Platform as a Service (PaaS)

In PaaS, the software platforms are pre-installed and pre-configured. These are managed services in the sense that Azure manages the life cycle of this software for you. Examples include Azure SQL Server, Azure Databricks, and Azure Kubernetes Service. You will still be able to tune the software to some level, but you might not have the flexibility of choosing particular versions, patches, and so on.

Software as a Service (SaaS), also known as Function as a Service (FaaS)

What other platforms call Software as a Service (SaaS), Azure refers to as Function as a Service (FaaS). In SaaS or FaaS, you don't get to see any of the software installation details. You usually have a notebook-like user interface or an API interface for directly submitting your jobs; the cloud service provider takes care of instantiating the service, scaling the service and running the jobs for you. This is the easiest and quickest way to get started but the most restrictive in terms of software setup. Examples include Azure Functions, Azure Synapse SQL Serverless, and so on.

For those of you who are not very familiar with the IaaS, PaaS, and SaaS services, here is a diagram that explains these concepts:

Figure 1.3 – Breakdown of Azure services

Figure 1.3 – Breakdown of Azure services

Let us next look at Azure VMs.

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Azure Data Engineer Associate Certification Guide
Published in: Feb 2022 Publisher: Packt ISBN-13: 9781801816069
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