Resources

Books

• Modern Data Science with R
  2nd edition
  Baumer, Kaplan, and Horton
  CRC Press, 2021
• R for Data Science
  Garrett Grolemund and Hadley Wickham
  O’Reilly, 2017
• Statistical Inference via Data Science: A ModernDive into R and the Tidyverse
  Chester Ismay and Albert Y. Kim
  CRC Press, 2021
• The Visual Display of Quantitative Information, Edward Tufte, Graphics Press, 2001. Hardcover is $27-40.
• Visualize This! or Data Points, Nathan Yau. Paperbacks ~$20
• Fundamentals of Data Visualization, Claus O. Wilke, free online
• Data Visualization: A practical introduction, Kieran Healy, free preview online
• Computational and Inferential Thinking: The Foundations of Data Science Adhikari, DeNero, Wagner and Milner, free online
• Python Data Science Handbook VanderPlas, O’Reilly Media Inc., 2016, free online
• Student Guide to R

Videos

Online learning

• Ben’s SDS 192: Introduction to Data Science course at Smith
• Learning the R Tidyverse

One-on-one help sessions

• Set up a time with Sunni or Emma via #facdev channel on Slack

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Created by Ben Baumer. This material is based upon work supported by the National Science Foundation under Grant Numbers HDR DSC 1924017, 1923388, 1923700, 1923934, and 1924032. Any opinions, findings, and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the National Science Foundation.

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