Process Level 3

Process Level 3#

Process level 3#

Process level 3 is a little different than most of the others. You may be able to work it into an analysis notebook, but likely, you’ll need to do one of 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

Write a short story#

Write a short story that explains the concepts of data science to demonstrate your understanding of process.

Media Review#

Watch/listen/read to an episode of a high quality1 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)

1: approved Dr. Brown by creating a pull request to add it to the list on this page that is successfully merged. To create a PR, use the suggest an edit button at the top of this page.