Hello everyone and welcome to this new hands-on project on ML classification with AWS AutoGluon.
AWS AutoGluon for Machine Learning Classification
AWS AutoGluon for Machine Learning Classification
Instructor: Ryan Ahmed
Access provided by American University of Technology
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
Shareable certificate
Add to your LinkedIn profile
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
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- Gain hands-on experience solving real-world job tasks
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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:
Project Introduction & Notebook Walkthrough
Import AWS AutoGluon, Dataset and Key Libraries
Practice Opportunity #1 [Optional]
Explore and Visualize the Data
Understand AWS AutoGluon Fundamentals
Train Multiple Classifiers Using AWS AutoGluon
Evaluate Trained Classifiers Performance
Practice Opportunity #2 [Optional]
Final Capstone Project
Recommended experience
python programming
9 project images
Instructor
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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