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Distributed Data Systems with Azure Databricks

You're reading from   Distributed Data Systems with Azure Databricks Create, deploy, and manage enterprise data pipelines

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Product type Paperback
Published in May 2021
Publisher Packt
ISBN-13 9781838647216
Length 414 pages
Edition 1st Edition
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Author (1):
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Alan Bernardo Palacio Alan Bernardo Palacio
Author Profile Icon Alan Bernardo Palacio
Alan Bernardo Palacio
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Table of Contents (17) Chapters Close

Preface 1. Section 1: Introducing Databricks
2. Chapter 1: Introduction to Azure Databricks FREE CHAPTER 3. Chapter 2: Creating an Azure Databricks Workspace 4. Section 2: Data Pipelines with Databricks
5. Chapter 3: Creating ETL Operations with Azure Databricks 6. Chapter 4: Delta Lake with Azure Databricks 7. Chapter 5: Introducing Delta Engine 8. Chapter 6: Introducing Structured Streaming 9. Section 3: Machine and Deep Learning with Databricks
10. Chapter 7: Using Python Libraries in Azure Databricks 11. Chapter 8: Databricks Runtime for Machine Learning 12. Chapter 9: Databricks Runtime for Deep Learning 13. Chapter 10: Model Tracking and Tuning in Azure Databricks 14. Chapter 11: Managing and Serving Models with MLflow and MLeap 15. Chapter 12: Distributed Deep Learning in Azure Databricks 16. Other Books You May Enjoy

Using Azure Blob storage with Azure Databricks

In the same way that we can access objects stored in AWS S3, we can access objects in Azure Blob storage. Both options allow us to have a redundant data storage that can be accessed from anywhere. Their differences lie in the tools that they will be used with and certain characteristics that may make them more suitable to use in a certain project. Azure Blob storage is more cost-efficient and has high redundancy, while S3 is extensively used by several organizations and has a small learning curve. We will see how to set up an Azure Blob storage account, upload the file that we were using, and read it from our notebook.

Setting up Azure Blob storage

The first step is to create an Azure Blob storage account, as follows:

  1. Search for Storage account in the Azure portal and select Create a new storage account.
  2. In the Create storage account options, fill out the details and set the Replication option to Locally-redundant storage...
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