Training & Visualizing a Decision Tree ,predicting and checking sensitivity
Training & Visualizing a Decision Tree ,predicting and checking sensitivity
Training & Visualizing a Decision Tree ,predicting and checking sensitivity
Instructor: Ashish Dikshit
49 already enrolled
Guided Project
Learn, practice, and apply job-ready skills with expert guidance
Intermediate level
Recommended experience
2 hours (approximately)
Learn at your own pace
No downloads or installation required
Only available on desktop
Hands-on learning
What you'll learn
Learn to train,visualize and predict with decision trees.Indepth you will be- Setting up the environment to train and Visualize a decision Tree
Drawing decision tree & boundaries plot
Estimating class probabilities & Sensitivity to training set details
Skills you'll practice
- Category: Machine Learning (ML) Algorithms
- Category: Statistical Classification
- Category: Decision Tree
- Category: regression
Details to know
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Guided Project
Learn, practice, and apply job-ready skills with expert guidance
Intermediate level
Recommended experience
2 hours (approximately)
Learn at your own pace
No downloads or installation required
Only available on desktop
Hands-on learning
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:
Setting the environment
Training and Visualizing a decision Tree
Drawing Decision Tree & boundaries plot
Estimating Class Probabilities
sensitivity to training set details-1
Bonus lecture -Rotation -instability
Recommended experience
This lecture assumes you have some Python programming experience
Also,you should have reasonable understanding of college -level maths as well
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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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