Coursera Project Network
Analyze Text Data with Yellowbrick
Coursera Project Network

Analyze Text Data with Yellowbrick

Taught in English

Snehan Kekre

Instructor: Snehan Kekre

4,876 already enrolled

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Guided Project

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

Intermediate level

Recommended experience

2 hours
Learn at your own pace
No downloads or installation required
Only available on desktop
Hands-on learning
4.4

(82 reviews)

What you'll learn

  • Use visual diagnostic tools from Yellowbrick to steer your machine learning workflow

  • Vectorize text data using TF-IDF

  • Cluster documents using embedding techniques and appropriate metrics

Details to know

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Guided Project

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

Intermediate level

Recommended experience

2 hours
Learn at your own pace
No downloads or installation required
Only available on desktop
Hands-on learning
4.4

(82 reviews)

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

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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 Loading the Corpus

  2. Vectorizing the Documents

  3. Clustering Similar Documents with Squared Euclidean Distance And Euclidean Distance

  4. Manhattan (aka “Taxicab” or “City Block”) Distance

  5. Bray Curtis Dissimilarity and Canberra Distance

  6. Cosine Distance

  7. What Metrics Not to Use

  8. Omitting Class Labels - Using KMeans Clustering

Recommended experience

Some prior experience with machine learning programming in Python and scikit-learn.

7 project images

Instructor

Snehan Kekre
Coursera Project Network
38 Courses185,525 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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4.4

82 reviews

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  • 4 stars

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  • 2 stars

    1.21%

  • 1 star

    2.43%

KL
4

Reviewed on Apr 1, 2021

AH
5

Reviewed on Apr 13, 2020

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