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Labs

Data Wrangling with Azure

In this lab, you’ll practice how to cleanse your data with Azure Data Factory and Azure DataFlow scripts. When you’re finished with this lab, you’ll be able to master Data Wrangling in Azure.

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Lab info

Rating (274)
Level
Intermediate
Duration
1h 40m
Released
Nov 02, 2021

Lab author

Lab Author: Axel Sirota
Axel Sirota
Axel Sirota is a Microsoft Certified Trainer with a deep interest in Deep Learning and Machine Learning Operations. He has a Masters degree in Mathematics and after researching in Probability, Statistics and Machine Learning optimisation, he works as an AI and Cloud Consultant as well as being an Author and Instructor at Pluralsight, Develop Intelligence, and O'Reilly Media.
Challenge

Create an Azure Data Factory Pipeline for Data Wrangling

You will create an Azure Data Factory Pipeline for Data Cleansing and configure a Debug session.

Challenge

Configure an Azure Blob as Pipeline Source

You will configure a file in an Azure Blob Storage container as source for the Pipeline.

Challenge

Delete Duplicate Rows in Data flow

You'll remove duplicate rows in Data flow.

Challenge

Split Pipeline Data Based on Null Conditions

You will finish the cleanse Azure Data Pipeline by checking NULL values to load into Azure CosmosDB clean data.

Challenge

Run the Azure Data Factory Pipeline and Validate in CosmosDB

You will trigger the cleanse Pipeline and verify in CosmosDB the movies were inserted correctly.

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Provided environment for hands-on practice

We will provide the credentials and environment necessary for you to practice right within your browser.

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Guided walkthrough

Follow along with the author’s guided walkthrough and build something new in your provided environment!

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Did you know?

On average, you retain 75% more of your learning if you get time for practice.

Recommended prerequisites

  • Azure Blob Storage
  • Azure Data Factory
  • Azure DataFlow (optional)

Start learning by doing today

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Ready to skill up
your entire team?

10
Subscriptions
Continue to checkout
Cancel

With your Pluralsight plan, you can:

With your 30-day pilot, you can:

  • Access thousands of videos to develop critical skills
  • Give up to 50 users access to thousands of video courses
  • Practice and apply skills with interactive courses and projects
  • See skills, usage, and trend data for your teams
  • Prepare for certifications with industry-leading practice exams
  • Measure proficiency across skills and roles
  • Align learning to your goals with paths and channels