Predictive Analytics in R

School of Hotel Administration

How long?

  • online
  • on demand

School of Hotel Administration

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.

Read more about Business Analytics

Business Analytics courses will introduce you to a popular and diverse profession. A business analyst is a specialist in many IT fields as well as in ...

Read more about Transportation and Logistics

At the moment, the logistics industry is thriving, providing millions of workplaces all over the world. It is safe to say that almost all the companie...

Who should attend

  • 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

Chris K 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 and service pricing. He actively works with industry, acros...

Predictive Analytics in R at School of Hotel Administration

From  $1,380

Something went wrong. We're trying to fix this error.

Thank you for your application

We will contact the provider to ensure that seats are available and, if there is an admissions process, that you satisfy any requirements or prerequisites.

We may ask you for additional information.

To finalize your enrollment we will be in touch shortly.

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.

Read more about Business Analytics

What will you learn from Business Analytics courses? First of all, you will learn about the profession of a business analyst, his duties, and what such a specialist does. You will get various soft skills, such as organizing teamwork, for example, acc...

Read more about Transportation and Logistics

Transportation and logistics courses mainly focus on global supply chain management and its key features, including air and ocean cargo administration, international documentation, end-to-end supply chain infrastructure, etc. Also, courses show how t...

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

We are happy to help you find a suitable online alternative.