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Challenges of Data Science
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Classroom Contents
The Story in the Notebook - Exploratory Data Science Using a Literate Programming Tool
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- 1 Intro
- 2 What is Data Science
- 3 Programming for Data Science
- 4 Challenges of Data Science
- 5 Literate Programming
- 6 Behavioral Evidence
- 7 Research Questions
- 8 Keeping a Record
- 9 Methodology
- 10 Results
- 11 Narrative Matters
- 12 Scratch Pads
- 13 Annotations
- 14 Expand Reduce
- 15 Reduce
- 16 Participants
- 17 Main takeaway
- 18 Experiment history design
- 19 Key takeaways
- 20 Questions
