This homework is very free in format. It is meant for you to experience how it feels like to be a machine learning expert facing a real world dataset. Feel free to copy-paste and adapt any code you have been working on so far in class. Only using techniques seen in the lectures, you should be able to beat the baseline in the leaderboard. You are also welcome to try new approaches that we haven't seen in class. There is no limit to your imagination!

You are allowed to form teams of 1-2 persons. (2 persons is the maximum). While in the competition, respect your colleagues. You are welcome to help each other and work together, as long as you are actively contributing, and learning in the process.

Finally, for those students that rank at the top of the Leaderboard, we will have special prices that will be announced afterwards. Apply yourself and have fun!