Regression Analysis for Statistics & Machine Learning in R

Online Course

Udemy

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Prerequisites & Facts
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What is the course about?

Regression Analysis for Statistics & Machine Learning in R

The course Regression Analysis for Statistics & Machine Learning in R is an online class provided by Udemy. It may be possible to receive a verified certification or use the course to prepare for a degree.

Learn Complete Hands-On Regression Analysis for Practical Statistical Modelling and Machine Learning in R

Course description

Regression Analysis for Statistics & Machine Learning in R

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

Should have prior experience of working with R and RStudio
Should have basic knowledge of statistics
Should have prior experience of using simple linear regression modelling
Should have interest in building on the previous concepts to learn which regression models are applicable under different circumstances
Should have an interest in learning the machine learning based regression models in R

7.5 hours on-demand video
3 articles
5 downloadable resources
Full lifetime access
Access on mobile and TV
Certificate of Completion
Minerva Singh

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Prerequisites & Facts

Regression Analysis for Statistics & Machine Learning in R

Course Topic

Data Science, Development, Regression Analysis

University, College, Institution

Udemy

Course Skill Level

see course summary

Course Language

English

Place of class

Online, self-paced (see curriculum for more information)

Degree

Certificate

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Degree & Cost

Regression Analysis for Statistics & Machine Learning in R

To obtain a verified certificate from Udemy you have to finish this course or the latest version of it, if there is a new edition. The class may be free of charge, but there could be some cost to receive a verified certificate or to access the learning materials. The specifics of the course may have been changed, please consult the provider to get the latest quotes and news.

Udemy

Regression Analysis for Statistics & Machine Learning in R

provided by Udemy

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