To Predict the sales in the Ice Cream Counter in a Mall. It depends on Crowd, Sunny Day, Holiday.
Simulated an Ice Cream sales counter in a Mall. Sampled in such a way : - **Normal Week days** - Sales would be 10% of people crowd. On Sunny days it goes upto 20% of crowd. - **Normal Week-End/Holidays** - Sales would be 15% of people crowd. On Sunny days it goes upto 28% of crowd. - Trained the Model with sample is in Machine Learning Studio using NEURAL NETWORK REGRESSION ALGORITHM. - Trained the Model with 3 Weeks of data and used 4th week data for test. Now, webservice is ready to predict the Ice Cream Sales.