Resources

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• Example final presentation from Jose Luis Almeida

General Data Science Resources

• Analytics vs. Statistics by Cassie Kozyrkov
• Data Science’s Most Misunderstood Hero by Cassie Kozyrkov
• A Second Chance to Get Causal Inference Right: A Classification of Data Science Tasks by Hernan et al
• Ten Simple Rules for Effective Statistical Practice by Kass et al
• An Introduction to Statistical Learning by James et al
• The Hiring Gambit: In Search of the Twofer Data Scientist by Radu Craiu
• Deep Learning with Python by Francois Chollet

Coding Resources

• Tidyverse style guide
• Advanced R
• testthat
• R for Data Science
• Data Visualization with R