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Using sales history of company to analyze the sales performance based on various criteria's. Predicting the output using Machine-Learning XG-Boost Algorithm

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BigMart-Sales-Forecasting

Hi Everyone , This is Surya . I have perfomed Big-Mart Sales Forecasting using XG - Boost Algorithm with my team members for Project presentation in our college. The reason for the choice is its better effeciency commparing other all algorithms

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have attached the Model -flow below for better understanding of the system, and how it works..

big-mart

For the installation > make sure you have latest version of python installed in your device.. else use the pip function to upgrade
-> pip3 install --upgrade [ run the command in the cmd prompt with the required package]

Installation :

Requirements :

 1. Python 3.5+
 2. Flask

Setup :

  1. Python Installation :
conda install python==3.5 
  1. Flask Installation :
pip install flask 

Just download the files and run the system, it should run the web application.

here are some screenshots:

home page Predicted Output : ๐Ÿ‘‡๐Ÿ‘‡ output sales

Run your local server and check !!! if you get the above mentioned design in your browser , you are good to go...........

for any quries dm me, and have attached my mail in the bio ///

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Using sales history of company to analyze the sales performance based on various criteria's. Predicting the output using Machine-Learning XG-Boost Algorithm

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