Build Regression Model in R Studio

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Certificate

Paid

Language

Level

Intermediate

Access

Free

Last updated on June 21, 2025 1:16 pm

Make better business decisions and learn how to use machine learning to build regression models in R Studio to predict how variables will change.

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This free online course explains the methods and processes involved in using machine learning to build regression models using the program R Studio. We cover basic statistics and data analysis before addressing linear regression and its ability to model the relationship between variables. This course can boost your machine learning skills and enable you to predict changes that might affect your business and its bottom line.

What You Will Learn In This Free Course

  • Discuss the three ways of inputting …
  • Outline the classifications of stati…
  • Detail the steps of building a machi…
  • Explain how to explore data…
  • Discuss the three ways of inputting data in R Studio
  • Outline the classifications of statistical tools
  • Detail the steps of building a machine learning model
  • Explain how to explore data
  • Unpack the three measures of dispersion
  • Describe the three methods of treating outliers
  • Lay out the steps in the handling and interpretation of qualitative variables in a linear model
  • Identify the contributors to the expected test error
  • Understand the three main ?test-train split? techniques
  • Statistics and Machine Learning

    In this module on Statistics and Machine Learning, you will learn about the classifications of statistical tools and the different dispersion measures. You will also learn about the steps in the process of building a Machine Learning Model.

    Linear Regression

    In this module on Linear Regression, you will learn about dummy variables and steps in handling and interpreting qualitative variables in a linear model. You will also learn about alternative linear methods and techniques.

    Course assessment

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      Build Regression Model in R Studio
      Build Regression Model in R Studio
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