This guided project is about glass classification using decision tree classification and random forest classification in Julia. It is ideal for beginners who do not know what decision trees or random forests are because this project explains these concepts in simple terms.
Decision Tree and Random Forest Classification using Julia
Taught in English
Instructor: Vinita Silaparasetty
Included with
Guided Project
Recommended experience
(16 reviews)
What you'll learn
Learn about stumps, decision trees and random forests.
Learn how to check the performance of a decision tree and random forest.
Work with a real world dataset.
Skills you'll practice
Details to know
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Guided Project
Recommended experience
(16 reviews)
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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:
Learn about stumps and their importance.
Learn how to build a decision tree.
Learn how to prune a decision tree.
Learn how to build a random forest.
Learn how to do hyper parameter tuning
Recommended experience
Learners who do not know about decision trees, random forests or Julia programming.
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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.