Coursera Project Network
Auto Machine Learning (AutoML) Using AutoGluon
Coursera Project Network

Auto Machine Learning (AutoML) Using AutoGluon

Taught in English

Ryan Ahmed

Instructor: Ryan Ahmed

Included with Coursera Plus

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

What you'll learn

  • Understand various AWS AutoGluon presets

  • Leverage AWS AutoGluon to perform AutoML and prototype several machine learning classification algorithms

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

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

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. Understand the Problem Statement

  2. Import Libraries and Datasets

  3. Perform EDA and Visualization

  4. Practice Opportunity #1 [Optional]

  5. Perform Data Preparation

  6. AutoGluon 101

  7. AutoML with AWS AutoGluon

  8. Evaluate Trained Model Performance

  9. Practice Opportunity #2 [Optional]

  10. Final Capstone Project

Recommended experience

Basic understanding of Machine Learning and Python Programming

10 project images

Instructor

Ryan Ahmed
Coursera Project Network
60 Courses108,896 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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