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Setting up the Environment

  1. Download Python and choose the version number i.e. 3.x or 2.x

  2. Download PyCharm and choose your flavor Professional or Community.

  3. Install as per the instructions available on the Download Page.

  4. Open PyCharm then Click on Files -> Settings -> Project Interpreter -> +

  5. Search these Data Science and Machine Learning Packages i.e. pandas,numpy,scikit-learn,scipy and matplotlib.

  6. Click on Install Package.


Dataset

The task is to predict the total sales of an outlet. You can find the train and test dataset under dataset directory.

Description of attributes that are confusing:

business_type -> '1' for Private, '4' for Owned

blue_collar -> no. of people having blue collar

white_collar -> no. of people having white collar

Note: The dataset downloaded from Hackathon of Techgig, Machine Learning for Beginners.

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Prediction of sales of the outlet.

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  • Python 100.0%