Inspiration
We got some inspirations from a previous colleagues met during an internship. He had to construct a model to predict the arrival time of products for his clients working in logistic. He tried some paths using Random Forest algorithm and it seemed a good tool to complete this problem.
How we built it
We built it using a jupyter notebook and some sparkles coming from our brains.
Challenges we ran into
We had some trouble so clean our data and create a correct Dataframe meeting the need of the submission model while having void logistichub and order_id at a value of -1.
Accomplishments that we're proud of
We are proud how having a solution of quite high quality in the interval of time.
What we learned
We learned how to use Random Forest algorithm as well as how to clean and manipulate real world data.
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