Which algorithm should I choose ?

Hello,

I've been working for several months on a research project called Sentinelle.

The goal of our project is to prevent avalanches in high mountains using AI.

We therefore aim to develop our own AI.

Given that we'll be handling large quantities of weather data, we've decided on machine learning.

I'd like your opinion on the algorithm and learning method we should favor.

Thank you very much.