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Basic Statistics in Python (Correlations and T-tests)
Coursera Project Network

Basic Statistics in Python (Correlations and T-tests)

Taught in English

Laura Gemmell

Instructor: Laura Gemmell

3,754 already enrolled

Included with Coursera Plus

Guided Project

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

Beginner level

Recommended experience

1 hour 10 mins
Learn at your own pace
No downloads or installation required
Only available on desktop
Hands-on learning
4.4

(30 reviews)

What you'll learn

  • Clean data, including removing missing data and unnecessary columns

  • Explore data using descriptive statistics

  • Create visualizations of our data and analysis

  • Perform statistical tests, including t-tests and correlation

Details to know

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Guided Project

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

Beginner level

Recommended experience

1 hour 10 mins
Learn at your own pace
No downloads or installation required
Only available on desktop
Hands-on learning
4.4

(30 reviews)

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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. Set up a new Google Colab notebook

  2. Load data into notebook

  3. Clean data to remove missing data and unnecessary columns

  4. Perform exploratory data analysis

  5. Create boxplots using for loops

  6. Explore relationships between data using correlation and scatter plots

  7. Perform t-tests to compare data from different years

Recommended experience

Knowledge of statistics, including p-values, significance, t-tests and correlation

7 project images

Instructor

Laura Gemmell
Coursera Project Network
3 Courses5,338 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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4.4

30 reviews

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AB
5

Reviewed on Dec 3, 2020

New to Probability and Statistics? Start here.

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