Performing regression tasks using decision tree & PCA basics

Overview

Class Central Tips

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

Syllabus

Project Overview

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, Regularizing a decision tree regressor , Setting up the environment for dimensional reduction, Coding for the Projection methods in Dimensionality reduction & Coding for PCA using SVD decomposition and SCIKIT learn