Predictive Analytics in R

School of Hotel Administration

How long?

  • 1 day
  • online

School of Hotel Administration

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Who should attend

This course is ideal for analysts, developers, data scientists, functional managers, consultants, any professional that uses data to make business decisions.

About the course

Data modeling has become a pervasive need in today’s business environment. Often the volume of data you need to process goes beyond the capabilities of spreadsheet modeling. When this is the case, the statistical programming language R offers a powerful alternative. With R, you can avoid the cost of standalone statistical packages. Likewise, you don’t need a huge investment in learning the structures required to use a more fully featured programming language.

In this course, you will work through the basic methods of predictive analytics, including generating descriptives, visualization, single and multiple regression, and logistic regression. The benefits of using R for logistic regression are significant, and these are explored in detail. When you have completed this course, you will have gained experience developing R code to solve novel problems in which basic predictive methods are required.

Key Benefits

Participants who complete this course will be able to…

  • Bring data into working memory within an R integrated development environment (IDE)
  • Create and manipulate basic data structures
  • Generate statistical descriptives and visualizations of a dataset using R
  • Use regression to quantify relationships between variables
  • Quantify relationships between variables when the dependent variable is categorical

Experts

Christopher Anderson

Biography Chris Anderson is a professor at the Cornell School of Hotel Administration. Prior to his appointment in 2006, he was on faculty at the Ivey School of Business in London, Ontario, Canada. His main research focus is on revenue management (RM) and service pricing. He actively works with i...

Predictive Analytics in R at School of Hotel Administration

From  $1,380

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Disclaimer

Coursalytics is an independent platform to find, compare, and book executive courses. Coursalytics is not endorsed by, sponsored by, or otherwise affiliated with any business school or university.

Full disclaimer.

Because of COVID-19, many providers are cancelling or postponing in-person programs or providing online participation options.

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