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You're reading from  Exam Ref AZ-304 Microsoft Azure Architect Design Certification and Beyond

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Published inJul 2021
PublisherPackt
ISBN-139781800566934
Edition1st Edition
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AzureAzure
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Cloud Computing
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Brett Hargreaves
Brett Hargreaves
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Brett Hargreaves

Brett Hargreaves is a principal Azure consultant for Iridium Consulting, who has worked with some of the world's biggest companies, helping them design and build cutting-edge solutions. With a career spanning infrastructure, development, consulting, and architecture, he's been involved in projects covering the entire solution stack using Microsoft technologies. He loves passing on his knowledge to others through books, blogging, and his online training courses.
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Chapter 13

The first aspect to consider for a data analytics solution is where data will be imported from. The sales data is already being stored in a database that can be interrogated directly. The marketing data is being stored as CSV files, and therefore ADLS Gen2 would make an excellent choice for holding these files.

Next, Azure Data Factory can ingest and combine the data into a single output, which can then be stored back in the ADLS.

Finally, Azure Databricks could be the best option for modeling and analyzing the data using optimized Spark clusters. Azure Databricks also supports the latest version of Spark.

The following diagram shows what this might look like:

Example data pipeline using multiple technologies

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Exam Ref AZ-304 Microsoft Azure Architect Design Certification and Beyond
Published in: Jul 2021Publisher: PacktISBN-13: 9781800566934
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Author (1)

author image
Brett Hargreaves

Brett Hargreaves is a principal Azure consultant for Iridium Consulting, who has worked with some of the world's biggest companies, helping them design and build cutting-edge solutions. With a career spanning infrastructure, development, consulting, and architecture, he's been involved in projects covering the entire solution stack using Microsoft technologies. He loves passing on his knowledge to others through books, blogging, and his online training courses.
Read more about Brett Hargreaves

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