Datathon2024_CaronteChallenge

Inspiration

We thought it could benefit us from a learning viewpoint and it was set on a know context.

What it does

Our project estimates future grades simplisticly based on previous ones by using the multiple linear regression formula.

How we built it

We built it using pycharm, visual studio code and some machine learning libraries, as well as Microsoft power BI to visualize the graphics.

Challenges we ran into

We are in freshman year and don't know much about machine learning or data management, so a fair amount of our project is based around theoretical algorithms rather than actual ones.

Accomplishments that we're proud of

We made a simple version of a future grade calculator using the multiple linear regression formula. (as mentioned before).

What we learned

We learned how Power BI works, the usages of libraries like pandas or scikit-learn and how to manage large amounts of data at once.

What's next for Datathon2024_CaronteChallenge

Not much, really.

Built With

• git
• github
• pandas
• powerbi
• python
• scikit-learn