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From Zero to R Hero - learning R programming by doing

From Zero to R Hero – learning R programming by doing

Learn R using real datasets and hands-on activities

This class is designed to introduce core programming principles as we work through real world analyses and build your knowledge and capabilities as we progress. No prior programming or statistics experience is required. After completing the course, you will have developed a foundation of basic ability to program in R, be capable of performing statistical analyses using R, and be familiar with how to generate meaningful graphical output of results. Throughout this course you will learn R programming through hands-on practical examples using real data.

Best Seller Course: The Complete Tableau Bootcamp for Data Visualization

What you’ll learn

  • Learn core technical skills within R
  • Perform data pre-processing and error checking
  • How to perform a variety of statistical analyses using R
  • How to work with real-life datasets
  • Create informative and professional visualizations of data and analyses (box plots, bar plots, histograms, scatter plots, multi-part plots, time series)
  • How to work with different objects (vectors, factors, matrices, data frames, time series, models)
  • Create user-defined functions
  • How to automate code using loops
  • How to branch code using if statements
  • Perform statistical analyses (t-test, ANOVA, correlation, regression)
  • Perform time series analysis and forecasting (decomposition, smoothing, autocorrelation, ARIMA)
  • Implement machine learning algorithm for data classification and regression (random forest)
  • Perform model accuracy assessment (cross-validation, RMSE, MAPE)

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