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Azure for Architects

Azure for Architects

By : Modi, Jack Lee, Rithin Skaria
3.5 (4)
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Azure for Architects

Azure for Architects

3.5 (4)
By: Modi, Jack Lee, Rithin Skaria

Overview of this book

Thanks to its support for high availability, scalability, security, performance, and disaster recovery, Azure has been widely adopted to create and deploy different types of application with ease. Updated for the latest developments, this third edition of Azure for Architects helps you get to grips with the core concepts of designing serverless architecture, including containers, Kubernetes deployments, and big data solutions. You'll learn how to architect solutions such as serverless functions, you'll discover deployment patterns for containers and Kubernetes, and you'll explore large-scale big data processing using Spark and Databricks. As you advance, you'll implement DevOps using Azure DevOps, work with intelligent solutions using Azure Cognitive Services, and integrate security, high availability, and scalability into each solution. Finally, you'll delve into Azure security concepts such as OAuth, OpenConnect, and managed identities. By the end of this book, you'll have gained the confidence to design intelligent Azure solutions based on containers and serverless functions.
Table of Contents (21 chapters)
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20
Index

Creating a solution using Databricks

Databricks is a platform for using Spark as a service. We do not need to provision master and worker nodes on virtual machines. Instead, Databricks provides us with a managed environment consisting of master and worker nodes and also manages them. We need to provide the steps and logic for the processing of data, and the rest is taken care of by the Databricks platform.

In this section, we will go through the steps of creating a solution using Databricks. We will be downloading sample data to analyze.

The sample CSV has been downloaded from https://ourworldindata.org/coronavirus-source-data, although it is also provided with the code of this book. The URL mentioned before will have more up-to-date data; however, the format might have changed, and so it is recommended to use the file available with the code samples of this book:

  1. The first step in creating a Databricks solution is to provision it from the Azure portal. There is a 14...

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