#### Beat the Benchmark:
- **Reward for Surpassing Benchmark:** Participants who successfully beat the provided benchmark will receive special points in the Machine Learning Zoomcamp course.
- **Eligibility:** This reward is available to those participating in both the Kaggle competition and the Machine Learning Zoomcamp course.

#### GPU

NVidia is giving us a GPU (RTX 4080) as the prize for the competition! 

A few conditions:

- Your solution must not use any leaks or any other information that is not available during prediction time 
- You provide a complete and reproducible solution that doesn't use hand-labelled answers
- It should be possible to send you a GPU. So if you live in a country under sanctions, we won't be able to give you the prize 


#### Encouraging Participation:
- **Open to All:** Whether you are enrolled in the Machine Learning Zoomcamp or not, we encourage everyone to participate and challenge themselves in this exciting competition.
- **More Than Just Prizes:** While winning prizes is rewarding, the primary goal is to learn, improve your skills, and be part of a vibrant community of data science enthusiasts.

Participants are encouraged to give their best, not just for the prizes, but also for the valuable learning experience and the opportunity to contribute to an innovative project