AI and machine learning has become the most important part of this data driven world. It’s application could be extended to any field starting from simple classifications to predicting the stock market.

In this article we will see how machine learning could be used to predict the sale for the next month and also the importance of ensemble learning along with it’s implementation.

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Overview

The kaggle Predict future sales is all about predicting the next month sales for a given pair of shop and item id. Data set provided contains the daily sales of each shop and item id pair, in order to make model predict the next month sales we need to modify the data i.e we need to aggregate the daily sales over a month and the predicted labels should be [0,20] clipped.

#machine-learning #ensemble-learning