Review: Data Science Pipeline

Learn about the ModernDive with statistical inference.

We'll cover the following...

We displayed the ModernDive flowchart mapping our journey throughout the whole course.

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ModernDive flowchart
ModernDive flowchart

Let’s have a refresher of what has been covered so far. We started with data in the first chapter, where we learned about the difference between R and RStudio, started coding in R, installed and loaded our first R packages, and explored our first dataset. This dataset was about all domestic departure flights from a major New York City airport in 2013. Then we covered the following three parts of this course:

  • Data science with tidyverse: We assembled our data science toolbox using tidyverse packages. In particular, we:

    • Visualized data using the ggplot2 package

    • Wrangled data using the dplyr ...