Process is a little different than most of the others. You can do something from the extending your analyses by extending your work in novel ways or you cn try one fo the following:
Data Science Pipeline Comparisons¶
Find two different sources that describe the data science pipeline or lifecycle. Write a blog style post that discusses their differences and hypothesizes about why they may be different? Are they for different audiences? Is one domain specific? How do they emphasize different modeling tasks? Include a Recommendation for when you think each one is better
Media Review¶
Watch/listen/read to an episode of a high quality[1] podcast or other type of media and write a blog style summary and review. Highlight what you learned and how it relates to topics covered in class.
Approved Media:
Pod of Asclepius, Fall Series: The Philosophy of Data Science
Chapter 1 & 2 of Think like a Data Scientist in particular, if you think these would be helpful to assign as reading or teach from at the beginning of the semester next year.
Algorithms of Oppression (book)
Weapons of Math Destruction (book)
Coded Bias (film, available on netflix & PBS)
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