Students cheer on the Redhawks during a sporting event at Miami University.

Congratulations! You have finished the R beginners course and have advanced to a deeper level of study. In this section, you will learn to generate a formal report using RMarkdown. Then, you will gain a deeper understanding of cleaning the data and text for a given file using the dplyr package. Once the data is prepared for analysis, you will learn to plot it more efficiently by using the package ggplot2 and increase the interactivity by building a shiny app. For further estimation and predication, there are support vector machine and other forecasting method you can find in this section.

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