Regression Analysis in R for Machine Learning & Data Science

Regression Analysis in R for Machine Learning & Data Science Course includes 4.5 hrs video content and enrolled by 8,501 students and received a 3.9 average review out of 5. Now, you will get 89%OFF on the original price of the course and discount price differs from country to country, and the course provider offers 30-days money-back guarantee! If you are not satisfied in any way, you’ll get your money back.

What you’ll 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
  • Fully understand the basics of Regression Analysis (parametric & non-parametric methods) & supervised Machine Learning from theory to practice
  • Harness applications of parametric and non-parametric regressions in R
  • Learn how to apply correctly regression models and test them in R
  • Learn how to select the best statistical & machine learning model for your task
  • Carry out coding exercises & your independent project assignment
  • Learn the basics of R-programming

Who this course is for:

  • 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

Can I download Regression Analysis in R for Machine Learning & Data Science course?

You can download videos for offline viewing in the Android/iOS app. When course instructors enable the downloading feature for lectures of the course, then it can be downloaded for offline viewing on a desktop.
Can I get a certificate after completing the course?
Yes, upon successful completion of the course, learners will get the course e-Certification from the course provider. The Regression Analysis in R for Machine Learning & Data Science course certification is a proof that you completed and passed the course. You can download it, attach it to your resume, share it through social media.
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