Hello everyone and welcome to this new hands-on project on Machine Learning Regression with Amazon Web Services (AWS) AutoGluon.
Recommended experience
What you'll learn
Leverage AWS AutoGluon to prototype several machine learning regression algorithm
Evaluate several trained regression models performance by visualizing a model leaderboard
Understand various AWS AutoGluon presets
Skills you'll practice
Details to know
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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:
Understand the Business Case
Practice Opportunity #1 [Optional]
Calculate Data Statistical Summary
Perform Data Visualization
Practice Opportunity #2 [Optional]
Understand AWS AutoGluon Fundamentals
Train Regression Models Using AWS AutoGluon
Evaluate Trained Model Performance
Final Capstone Project
Recommended experience
Basic Python Programming and Machine Learning
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Instructor
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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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Frequently asked questions
By purchasing a Guided Project, you'll get everything you need to complete the Guided Project including access to a cloud desktop workspace through your web browser that contains the files and software you need to get started, plus step-by-step video instruction from a subject matter expert.
Because your workspace contains a cloud desktop that is sized for a laptop or desktop computer, Guided Projects are not available on your mobile device.
Guided Project instructors are subject matter experts who have experience in the skill, tool or domain of their project and are passionate about sharing their knowledge to impact millions of learners around the world.