Regression Analysis for Statistics & Machine Learning in R

Learn Complete Hands-On Regression Analysis for Practical Statistical Modelling and Machine Learning in R
4.62 (556 reviews)
Udemy
platform
English
language
Data Science
category
Minerva Singh
instructor
Regression Analysis for Statistics & Machine Learning in R
4 720
students
7.5 hours
content
Nov 2023
last update
$74.99
regular price

What you will learn

Implement and infer Ordinary Least Square (OLS) regression using R

Apply statistical and machine learning based regression models to deals with problems such as multicollinearity

Carry out variable selection and assess model accuracy using techniques like cross-validation

Implement and infer Generalized Linear Models (GLMS), including using logistic regression as a binary classifier

Build machine learning based regression models and test their robustness in R

Learn when and how machine learning models should be applied

Compare different different machine learning algorithms for regression modelling

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Related Topics

1338502
udemy ID
02/09/2017
course created date
20/11/2019
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