Coursera Project Network
Practical Data Wrangling with Pandas
Coursera Project Network

Practical Data Wrangling with Pandas

Taught in English

Ryan Ahmed

Instructor: Ryan Ahmed

Included with Coursera Plus

Guided Project

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

Beginner level
No prior experience required
2 hours
Learn at your own pace
No downloads or installation required
Only available on desktop
Hands-on learning

What you'll learn

  • Perform Exploratory Data Analysis (EDA) and Data Wrangling in Pandas

  • Perform Feature Engineering, one-hot encoding and deal with missing data

  • Understand the difference between normalization and standardization

Details to know

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Guided Project

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

Beginner level
No prior experience required
2 hours
Learn at your own pace
No downloads or installation required
Only available on desktop
Hands-on learning

See how employees at top companies are mastering in-demand skills

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Learn, practice, and apply job-ready skills in less than 2 hours

  • Receive training from industry experts
  • Gain hands-on experience solving real-world job tasks
  • Build confidence using the latest tools and technologies
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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. Introduction and Project Overview

  2. Import Datasets and Perform Basic Statistical Data Analysis

  3. Practice Opportunity #1 [Optional]:

  4. Dealing with Missing Datasets

  5. Practice Opportunity #2 [Optional]:

  6. Perform One Hot Encoding

  7. Perform Data Normalization

  8. Perform Data Standardization

  9. Pandas with Functions

  10. Final Capstone Project

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Instructor

Ryan Ahmed
Coursera Project Network
60 Courses110,826 learners

Offered by

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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