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 (555 reviews)
4,711
students
7.5 hours
content
Nov 2023
last update
$74.99
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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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1338502
udemy ID
9/2/2017
course created date
11/20/2019
course indexed date
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