Regression Analysis in R for Data Science: from Zero to Hero
Learn Complete Hands-On Regression Analysis in R for Machine Learning, Statistical Analysis, Data Science, Deep Learning
4.47 (56 reviews)
9 599
students
4.5 hours
content
Nov 2023
last update
$13.99
regular price
What you will learn
Your comprehensive guide to Regression Analysis & supervised machine learning using R-programming language
Graphically representing data in R before and after analysis
It covers the theory and applications of supervised machine learning with the focus on regression analysis using the R-programming language in R-Studio
Implement Ordinary Least Square (or simple linear) regression, Random FOrest Regression, Decision Trees, Logistic regression and others using R
Perform model's variable selection and assess regression model's accuracy
Build machine learning based regression models and test their performance in R
Compare different different machine learning models for regression tasks in R
Learn how to select the best statistical & machine learning model for your task
Learn when and how machine learning models should be applied
Carry out coding exercises & your independent project assignment
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3791538
udemy ID
21/01/2021
course created date
23/01/2021
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