Coursera Project Network
Build a Deep Learning Based Image Classifier with R
Coursera Project Network

Build a Deep Learning Based Image Classifier with R

Taught in English

Snehan Kekre

Instructor: Snehan Kekre

7,063 already enrolled

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Guided Project

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

Intermediate level

Recommended experience

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

(175 reviews)

What you'll learn

  • Solve a basic image classification problem with neural networks

  • Build, train, and evaluate a neural network model with Keras using R

Details to know

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Guided Project

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

Intermediate level

Recommended experience

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

(175 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

  • 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. Project Overview and Import Libraries

  2. Import the Fashion MNIST Dataset

  3. Data Exploration

  4. Preprocess the Data

  5. Build the Model

  6. Compile the Model

  7. Train and Evaluate the Model

  8. Make Predictions on Test Data

Recommended experience

In order to be successful in this project, you should be familiar with R programming, and the basics of neural networks.

5 project images

Instructor

Instructor ratings
4.8 (7 ratings)
Snehan Kekre
Coursera Project Network
43 Courses201,141 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 175

4.6

175 reviews

  • 5 stars

    72.57%

  • 4 stars

    20%

  • 3 stars

    5.14%

  • 2 stars

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  • 1 star

    2.28%

HM
5

Reviewed on Apr 30, 2020

VV
5

Reviewed on May 30, 2020

RR
5

Reviewed on Jun 7, 2020

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