Regression Analysis for Statistics and Machine Learning in R Free Tutorial Download
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About | With so many R Statistics and Machine Learning courses around, why enroll for this? Regression analysis is one of the central aspects of both statistical- and machine learning-based analysis. This course will teach you regression analysis for both statistical data analysis and machine learning in R in a practical, hands-on way. It explores relevant concepts in a practical way, from basic to expert level. This course can help you achieve better grades, gain new analysis tools for your academic career, implement your knowledge in a work setting, and make business forecasting-related decisions. You will go all the way from implementing and inferring simple OLS (Ordinary Least Square) regression models to dealing with issues of multicollinearity in regression to machine learning-based regression models. Become a Regression Analysis Expert and Harness the Power of R for Your Analysis • Get started with R and RStudio. Install these on your system, learn to load packages, and read in different types of data in R • Carry out data cleaning and data visualization using R • Implement Ordinary Least Square (OLS) regression in R and learn how to interpret the results. • Learn how to deal with multicollinearity both through the variable selection and regularization techniques such as ridge regression • Carry out variable and regression model selection using both statistical and machine learning techniques, including using cross-validation methods. • Evaluate the regression model accuracy • Implement Generalized Linear Models (GLMs) such as logistic regression and Poisson regression. Use logistic regression as a binary classifier to distinguish between male and female voices. • Use non-parametric techniques such as Generalized Additive Models (GAMs) to work with non-linear and non-parametric data. • Work with tree-based machine learning models All the code and supporting files for this course are available at – https://github.com/PacktPublishing/Regression-Analysis-for-Statistics-and-Machine-Learning-in-R |
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