Coursera Project Network
AWS AutoGluon for Machine Learning Classification
Coursera Project Network

AWS AutoGluon for Machine Learning Classification

Ryan Ahmed

Instructor: Ryan Ahmed

Access provided by LTTS

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

Recommended experience

2 hours
Learn at your own pace
Hands-on learning
Learn, practice, and apply job-ready skills with expert guidance
Intermediate level

Recommended experience

2 hours
Learn at your own pace
Hands-on learning

What you'll learn

  • Leverage AWS AutoGluon to prototype several machine learning classification algorithms

  • Evaluate several Trained Classifier Models Performance by visualizing a Model Leaderboard

  • Understand various AWS AutoGluon presets

Skills you'll practice

Details to know

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Taught in English
No downloads or installation required

Only available on desktop

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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

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 Introduction & Notebook Walkthrough

  2. Import AWS AutoGluon, Dataset and Key Libraries

  3. Practice Opportunity #1 [Optional]

  4. Explore and Visualize the Data

  5. Understand AWS AutoGluon Fundamentals

  6. Train Multiple Classifiers Using AWS AutoGluon

  7. Evaluate Trained Classifiers Performance

  8. Practice Opportunity #2 [Optional]

  9. Final Capstone Project

Recommended experience

python programming

9 project images

Instructor

Ryan Ahmed
Coursera Project Network
38 Courses109,613 learners

Offered by

Coursera Project Network

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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