Performing regression tasks using decision tree & PCA basics

Offered By
In this Guided Project, you will:
2 hours
No download needed
Split-screen video
Desktop only

In this 1-hour long project-based course, you will learn how to perform regression tasks using decision tree & some PCA fundamental coding. you will get expertise in acing following tasks- Predicting two decision tree regression model Drawing Decision tree for regression Regularize a decision tree regressor Setting up the environment for dimensional reduction Coding for Projection methods in Dimensionality reduction Coding for PCA using SVD decomposition and SCIKIT learn

Skills you will develop

  • Decision Tree

  • Machine Learning

  • Dimensionality Reduction

  • regression

  • PCA

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:

How Guided Projects work

Your workspace is a cloud desktop right in your browser, no download required

In a split-screen video, your instructor guides you step-by-step

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