Data Analysis & Modeling With R

UW Professional & Continuing Education

How long?

  • 11 weeks
  • online

What are the topics?

UW Professional & Continuing Education

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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 ...

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About the course

In this course, we'll focus on advanced linear models and extensions with advanced R programming. You'll master data handling and manipulation and develop your skills in conceptualizing problems, identifying appropriate tools and validating meaningful results. Leverage your skill in linear modeling for a variety of more advanced modeling frameworks. Generate reproducible analyses and create your own Shiny web apps. Utilize ggplot2 to create advanced graphics.

WHAT YOU'LL LEARN

  • Generalized linear models and additive models
  • Multivariate regression and model selection
  • Simulation techniques for model evaluation
  • Multilevel/hierarchical modeling
  • Streamlined data manipulation

Experts

Laura Skrip

Laura Skrip is a postdoctoral research scientist with the Institute for Disease Modeling, where she implements behavior-epidemiologic transmission models with a focus on emerging infectious diseases in humanitarian settings. Her projects have involved not only mathematical modeling and statistica...

Data Analysis & Modeling With R at UW Professional & Continuing Education

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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.

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...

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