Problem Set 3: Data Exploration

Assignment

Zip all files and submit them as a single file on the following moodle link: Sumbission Link

Explore the following dataset. Here are more detailed instructions:

  • Submit everything in a single jupyter notebook.
  • You have to work either individually or in pairs, not more (you’re expected to do double the work if you do it in pairs).
  • In the first cell of the notebook (using markdown), explain your approach, the models you’ve used, the insights you got out of the data, etc. -> I should be able to tell what the code does from the first cell.
  • Use any of the models we discussed so far (and feel free to use some that we haven’t discussed yet).
  • After each experiment, analyze the results, plot them, and discuss them in the markdown cells. I need to see that you’ve thought about the results and the approaches you’re following.
  • Clearly define the inputs and outputs you’re using in the model, and explain your reasoning for each choice.
  • Don’t share code with other teams.
  • Submit your .ipynb code on moodle.
  • Submit a PDF version of your .ipynb on #problem-set-subs.