Briefing

Situation

  • We can all agree that you can’t spell Spain without AI!

  • The ASSA (Amazing Spanish Space Agency) urgently requires your help!

    • It is facing a critical situation, and needs you to save the day!

  • A brand-new telescope called GranTeCan at the GranTeCan observatory (one of the largest in the world) has recently been launched.

  • In order to choose which star system Spain should colonize first, they have to be classified properly, and an effort was made to create a model that could categorize stars based on their respective characteristics.

  • Good progress had been made, but it was on an data science intern’s laptop, and sadly, a spilled Sangria was no match for the laptop.

Mission

  • The current challenges are as follows:

    • Some older version of the code were found on an old USB drive, but we know it’s definitely not the most recent version we had gotten to.

    • The intern, fearing for their life, went into hiding, and so we can’t ask them any question anymore.

    • We NEED to get this working again asap!

  • The salvaged code and data have been stored in this Git repository and folder:

Your specific tasks (in no particular order) are as follows:

  • Fix the all the errors you might find in the notebook code

  • Use a workbench image that is best suited for running the notebook

  • Investigate which workbench container size is the smallest size that you can use

  • Confirm that precision and accuracy levels reach 98% or higher

  • Implement an automated solution for the notebook to daily, at 02:00 AM exactly, on Spanish time (CET)

Once done, document your findings and share them with the ASSA team so that others following in your footsteps have an easier time