Project

Final Project

📋 Content

📄 Description

To round off our boot camp, we have put together a little project for you. Here we want to put your acquired knowledge to the test. The project will only cover topics that were part of the previous boot camp. However, if you get stuck at any point, please use the discussion forum or take another look at the respective skill tracks. Programming is like learning a language, you learn best when you exchange ideas with others.

There is no “one right” solution to the project. Although we have a sample solution, we give you the freedom to find and submit your own solutions. In the end, however, the results must be correct.

We have set aside about 2 hours for the final project.

📣 Current announcements

After you have completed the project, we have prepared a sample solution for you that presents the solution. Remember: There are many possible solutions and we only present one possible alternative in the sample solution!

❗ Course requirements

  • you should have completed all previous skill tracks
  • in this notebook we use data from open-source databases (the references are at the bottom of the page); in Google Colab the data is loaded automatically at the beginning of the notebook

🔗 Project Link

We have some small projects where you can test your skills:

  • OASIS Analysis Open In Colab
  • Hypothesis Testing in Healthcare: Drug Safety Open In Colab
  • SeHCAT Analysis Open In Colab
  • AI for Beginners Open In Colab

✏️ Hints

For some help on the project, take a look at some Hints.

☝️ References

In this skill track, you’ll work with different Open-Source datasets:

[1] Lionheart, W. R. B. et al. (2015), An MRI DICOM data set of the head of a normal male human aged 52 [Data set], Zenodo, https://doi.org/10.5281/zenodo.16956

[2] Marcus, DS et al., Open Access Series of Imaging Studies (OASIS): Cross-Sectional MRI Data in Young, Middle Aged, Nondemented, and Demented Older Adults, Journal of Cognitive Neuroscience, 19, 1498-1507. doi: 10.1162/jocn.2007.19.9.1498