Regression Analysis in R for Data Science: from Zero to Hero

Regression Analysis in R for Data Science: from Zero to Hero, available at $59.99, has an average rating of 4.75, with 50 lectures, 5 quizzes, based on 54 reviews, and has 9583 subscribers.

You will learn about 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 This course is ideal for individuals who are The course is ideal for professionals who need to use regression analysis & supervised machine learning in their field or Everyone who would like to learn Data Science Applications In The R & R Studio Environment or Everyone who would like to learn theory and implementation of Regression Analysis & Machine Learning On Real-World Data It is particularly useful for The course is ideal for professionals who need to use regression analysis & supervised machine learning in their field or Everyone who would like to learn Data Science Applications In The R & R Studio Environment or Everyone who would like to learn theory and implementation of Regression Analysis & Machine Learning On Real-World Data.

Enroll now: Regression Analysis in R for Data Science: from Zero to Hero

Summary

Title: Regression Analysis in R for Data Science: from Zero to Hero

Price: $59.99

Average Rating: 4.75

Number of Lectures: 50

Number of Quizzes: 5

Number of Published Lectures: 50

Number of Published Quizzes: 5

Number of Curriculum Items: 55

Number of Published Curriculum Objects: 55

Original Price: $27.99

Quality Status: approved

Status: Live

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

Who Should Attend

• The course is ideal for professionals who need to use regression analysis & supervised machine learning in their field
• Everyone who would like to learn Data Science Applications In The R & R Studio Environment
• Everyone who would like to learn theory and implementation of Regression Analysis & Machine Learning On Real-World Data

Target Audiences

• The course is ideal for professionals who need to use regression analysis & supervised machine learning in their field
• Everyone who would like to learn Data Science Applications In The R & R Studio Environment
• Everyone who would like to learn theory and implementation of Regression Analysis & Machine Learning On Real-World Data