Simple Linear Regression Basics using R
Simple Linear Regression Basics using R. A guide to understanding basic Simple Linear Regression using R
The name of this course is Simple Linear Regression Basics using R. The knowledge you will get with this indescribable online course is astonishing. A guide to understanding basic Simple Linear Regression using R.
Not only will you be able to deeply internalize the concepts, but also their application in different fields won’t ever be a problem. The instructor is Mr Oscar Adimi, one of the very best experts in this field.
Description of this course: Simple Linear Regression Basics using R
Course Description This is an introductory course to Simple Linear Regression, one of the most basic courses in Statistics. This course is most suitable for students of professionals with basic knowledge or beginning level in Statistics and R coding. It also fits for anybody who want to explore the field of statistics using R in any discipline. We will start with an introduction section where I will explain the regression equation with a detailed example. Next, we will cover the essentials of modeling. At this section, I added an emphasis to data cleaning which is essential nowadays with big data issues. Then will follow visualization, modeling and diagnostics. We will be using R studio which is a nice coding open source environment. R studio is suitable for academic and professional needs.This course is important in the sense that data analysis needs are constantly growing with the emerging complexity of data. Quick data driven decisions need to be made at the management level. Data Analytics is the most efficient way to get the most accurate information to make decisions.
Requirements of this course: Simple Linear Regression Basics using R
What are the requirements? Download and install R /R studio
What will you learn in this course: Simple Linear Regression Basics using R?
What am I going to get from this course? Get familiar with the basic concepts of linear regression through visual analysis and statistical tests Get a deeper understanding of the Simple Linear Regression equation and its components as well as evaluating the goodness of fit of model through model diagnostic
Target audience of this course: Simple Linear Regression Basics using R
Who is the target audience? Students of Professionals with beginner or intermediate level in statistics and R coding
Mr Oscar Adimi