Pepperdine Classifieds>Pepperdine Online Courses>Data Analysis in R: Predictive Analysis with Regression

Data Analysis in R: Predictive Analysis with Regression

About this Course

Increasingly, predictive analytics is shaping companies\' decisions about limited resources. In this project, you will build a regression model to make predictions. We will start this hands-on project by exploring the dataset and creating visualizations for the dataset. By the end of this 2-hour-long project, you will be able to build and interpret the result of a simple linear regression model in R. Also, you will learn how to perform model assessments and check for assumptions using diagnostic plots. By extension, you will learn how to build and interpret the result of a multiple linear regression model. To succeed in this project, you need to be familiar with using R to describe data. If you are unfamiliar with R and want to learn the basics, start with my previous guided project, \"Getting Started with R.\" However, if you are comfortable using R, please join me on this beautiful and exciting ride! Let\'s get our hands dirty!

Created by: Coursera Project Network


Related Online Courses

Course Description: This course delves into advanced competencies and knowledge areas critical for HR professionals seeking to excel in strategic human resource management. Emphasizing practical... more
In this course, you will step into the shoes of a compliance officer at a major bank, uncovering how generative AI can transform traditional fraud detection methods. With fraudsters becoming... more
In this online course you will learn how to apply Responsible Research and Innovation (RRI) in your own work. First by understanding why it is important to act responsibly in your research and... more
This course introduces how to classify data and create models used to solve business models. Learners will use Solver to create expressions to find optimal paths for business problems.Created by:... more
Arctic communities have diverse histories and roles in local, regional and global economies. However, the scope and scale of globalization has increased so quickly that vulnerable Arctic... more

CONTINUE SEARCH

FOLLOW COLLEGE PARENT CENTRAL