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Image Compression with K-Means Clustering
Coursera Project Network

Image Compression with K-Means Clustering

Taught in English

Snehan Kekre

Instructor: Snehan Kekre

8,023 already enrolled

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Guided Project

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

Beginner level

Recommended experience

2 hours
Learn at your own pace
No downloads or installation required
Only available on desktop
Hands-on learning
4.6

(283 reviews)

What you'll learn

  • Explain the steps involved in k-means clustering

  • Apply k-means clustering with scikit-learn to compress images

  • Create interactive, GUI components in Jupyter notebooks using Jupyter widgets

Details to know

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Guided Project

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

Beginner level

Recommended experience

2 hours
Learn at your own pace
No downloads or installation required
Only available on desktop
Hands-on learning
4.6

(283 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 Overview

  2. Data Preprocessing

  3. Visualizing the Color Space using Point Clouds

  4. Visualizing the K-means Reduced Color Space

  5. Creating Interactive Controls with Jupyter Widgets

  6. K-means Image Compression with Interactive Controls

Recommended experience

Some experience in Python programming and machine learning theory is recommended.

8 project images

Instructor

Instructor ratings
4.4 (13 ratings)
Snehan Kekre
Coursera Project Network
37 Courses186,606 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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Showing 3 of 283

4.6

283 reviews

  • 5 stars

    71.37%

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    22.26%

  • 3 stars

    4.94%

  • 2 stars

    0.70%

  • 1 star

    0.70%

MS
5

Reviewed on Apr 25, 2020

RD
5

Reviewed on Jun 28, 2020

HM
5

Reviewed on Mar 29, 2020

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