Hi, I’m teaching a programming course for students getting into data science. I’m trying to find a list of jupyter notebooks which are clean, follow best practices and are generally good enough for me to share with my students.
There are plenty of “tutorial” notebooks which teach pandas or sklearn. I’m looking for notebooks where the author has done actual analysis; either explored some data set or built a model. The notebooks should be formatted nicely (use headings, comments, visualizations). The data should be cleaned properly, perhaps using pipelines. I actually don’t care if their model (if there is one) produces great results.
Ideally I would have at least a dozen or so such notebooks so they can see actual, industrial use of notebooks and learn from them.