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Cloud Scale Analytics with Azure Data Services

You're reading from  Cloud Scale Analytics with Azure Data Services

Product type Book
Published in Jul 2021
Publisher Packt
ISBN-13 9781800562936
Pages 520 pages
Edition 1st Edition
Languages
Author (1):
Patrik Borosch Patrik Borosch
Profile icon Patrik Borosch

Table of Contents (20) Chapters

Preface Section 1: Data Warehousing and Considerations Regarding Cloud Computing
Chapter 1: Balancing the Benefits of Data Lakes Over Data Warehouses Chapter 2: Connecting Requirements and Technology Section 2: The Storage Layer
Chapter 3: Understanding the Data Lake Storage Layer Chapter 4: Understanding Synapse SQL Pools and SQL Options Section 3: Cloud-Scale Data Integration and Data Transformation
Chapter 5: Integrating Data into Your Modern Data Warehouse Chapter 6: Using Synapse Spark Pools Chapter 7: Using Databricks Spark Clusters Chapter 8: Streaming Data into Your MDWH Chapter 9: Integrating Azure Cognitive Services and Machine Learning Chapter 10: Loading the Presentation Layer Section 4: Data Presentation, Dashboarding, and Distribution
Chapter 11: Developing and Maintaining the Presentation Layer Chapter 12: Distributing Data Chapter 13: Introducing Industry Data Models Chapter 14: Establishing Data Governance Other Books You May Enjoy

Summary

In this chapter, we talked about requirements engineering and the importance of asking the right questions. The answers, once engineered in a structured approach, will be vital to deciding on the building blocks and tools that will be used to create our modern data warehouse.

We built a generic reference architecture for a modern data warehouse and examined the building blocks that form this approach. We also talked about their major functionalities.

We then learned about industry models for acceleration purposes and how they can help you kickstart your project.

Finally, we explored three suggestions for sizes and mapped different Azure data services to them. Additionally, you learned about the assisting services that will complete your architecture. And don't get me wrong, there are even more to discover.

What I want to express here is that there are many ways to tackle challenges in a modern cloud-based environment and that, as we mentioned previously, there...

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