Inspiration
We wanted to learn about something that can make a real impact into our world, and so we decided to learn about AI forecasting models.
What it does
Given a dataset of products by weeks and their sales and inventory units, it predicts how many inventory units might be provided in a given week, so the supply chain can be optimized.
How we built it
We used sklearn and skforecast in a google colab notebook in order to create a RandomForestRegressor
Challenges we ran into
Knowing nothing about AI.
Accomplishments that we're proud of
Make it work on time
What we learned
Ask more, sleep more and go to more activities.
What's next for TBD
Improve the accuracy of the model
A part from the HP Challenge we also participated in the capchase challenge.
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