# R Regression Methods

RStudio 1.1.4    |    Intermediate
• 8 videos | 36m 36s
• Includes Assessment
Likes 52
The programming language has become an essential skill for statistical computing and graphics, the tool of choice for data science professionals in every industry and field. R creates reproducible high-quality analyses, and allows users to take advantage of its great graphic and charting capabilities. In this 8-video Skillsoft Aspire course, you will discover how to apply regression methods to data science problems by using R. Key concepts covered in this course include preparing a data set before creating a linear regression model how to create a linear regression model with the lm method in R; and extracting statistical results of a linear regression problem. You will also learn how to test the predict method on perform the preparatory steps needed to create a logistic model; and how to apply the generalized linear model (glm) method on a logistic regression problem. Finally, learners see how to create a linear regression model and use the predict method on a linear model.

## WHAT YOU WILL LEARN

• perform the preparatory steps needed to create a linear model create a linear regression model using the lm method in R extract the results of a linear regression test the predict method on a linear model
• perform the preparatory steps needed to create a logistic model apply the glm method on a logistic regression problem create a linear regression model and use the predict method

## IN THIS COURSE

• During this video, you will learn how to perform the preparatory steps needed to create a linear model.
• 3.  Creating Linear Models
Learn how to create a linear regression model using the lm method in R.
• 4.  Interpreting Model Output
In this video, learn how to interpret the results of a linear regression.
• 5.  Using Linear Prediction
In this video, find out how to test the predict method on a linear model.
• 6.  Logistic Data Preparation
In this video, you will learn how to perform the preparatory steps needed to create a logistic regression model.
• 7.  Using glm
In this video, learn how to apply the glm method to a logistic regression problem.
• 8.  Exercise: Creating a Linear Model
In this video, you will create a linear regression model and use the predict function.

## EARN A DIGITAL BADGE WHEN YOU COMPLETE THIS COURSE

Skillsoft is providing you the opportunity to earn a digital badge upon successful completion on some of our courses, which can be shared on any social network or business platform.

Digital badges are yours to keep, forever.