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Malaria parasite detection using ensemble learning in Keras
Coursera Project Network

Malaria parasite detection using ensemble learning in Keras

Taught in English

Included with Coursera Plus

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

What you'll learn

  • Transform image files into arrays and create datasets

  • Create and Train a CNN model in Keras

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

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. Load the cell image data

  2. Transform the image files into arrays and create the datasets

  3. Create a deep CNN

  4. Train and test the CNN

  5. Create the CNN models ensemble

  6. Fit the models in the ensemble and perform the prediction

  7. Apply hard voting to the ensemble

Recommended experience

At least 1 year experience with python and a basic understanding of convolutional neural networks

4 project images

Instructor

Sherif A. Tawfik Abbas
Coursera Project Network
13 Courses7,635 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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