Coursera Project Network
Training & Visualizing a Decision Tree ,predicting and checking sensitivity
Coursera Project Network

Training & Visualizing a Decision Tree ,predicting and checking sensitivity

Taught in English

Ashish Dikshit

Instructor: Ashish Dikshit

Included with Coursera Plus

Guided Project

Learn, practice, and apply job-ready skills with expert guidance

Intermediate level

Recommended experience

2
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

Details to know

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Guided Project

Learn, practice, and apply job-ready skills with expert guidance

Intermediate level

Recommended experience

2
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. Setting the environment

  2. Training and Visualizing a decision Tree

  3. Drawing Decision Tree & boundaries plot

  4. Estimating Class Probabilities

  5. sensitivity to training set details-1

  6. 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

6 project images

Instructor

Ashish Dikshit
Coursera Project Network
13 Courses4,299 learners

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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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