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Data Analysis Using Pyspark

Ahmad Varasteh

Instructor: Ahmad Varasteh

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Learn, practice, and apply job-ready skills with expert guidance
4.4

(287 reviews)

Intermediate level

Recommended experience

1.5 h
Learn at your own pace
Hands-on learning
Learn, practice, and apply job-ready skills with expert guidance
4.4

(287 reviews)

Intermediate level

Recommended experience

1.5 h
Learn at your own pace
Hands-on learning

What you'll learn

  • Learn how to setup the google colab for distributed data processing

  • Learn applying different queries to your dataset to extract useful Information

  • Learn how to visualize this information using matplotlib

Details to know

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Taught in English
No downloads or installation required

Only available on desktop

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About this Guided Project

Learn step-by-step

In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:

  1. Prepare the Google Colab for distributed data processing

  2. Mounting our Google Drive into Google Colab environment

  3. Importing first file of our Dataset (1 Gb) into pySpark dataframe

  4. Applying some Queries to extract useful information out of our data

  5. Importing second file of our Dataset (3 Mb) into pySpark dataframe

  6. Joining two dataframes and prepapre it for more advanced queries

  7. Learn visualizing our query results using matplotlib

Recommended experience

Learners should be familiar with Python programming Language, Spark Technology and have a little experience working with google colab environment

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Instructor

Instructor ratings
4.3 (11 ratings)
Ahmad Varasteh
Coursera Project Network
21 Courses59,751 learners

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How you'll learn

  • Skill-based, hands-on learning

    Practice new skills by completing job-related tasks.

  • Expert guidance

    Follow along with pre-recorded videos from experts using a unique side-by-side interface.

  • No downloads or installation required

    Access the tools and resources you need in a pre-configured cloud workspace.

  • Available only on desktop

    This Guided Project is designed for laptops or desktop computers with a reliable Internet connection, not mobile devices.

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Learner reviews

Showing 3 of 287

4.4

287 reviews

  • 5 stars

    63.06%

  • 4 stars

    24.39%

  • 3 stars

    8.71%

  • 2 stars

    1.74%

  • 1 star

    2.09%

AA
4

Reviewed on Jan 22, 2022

DM
5

Reviewed on Nov 14, 2020

AK
5

Reviewed on Oct 31, 2023

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