walmartsales

It is a timeseries usecase. The ultimate problem is to predict walmart sales for the next (at least) one week using previous week data. However, walmart has multiple branch with different departement in each brand.

Setup

Start the project with environment setup and run the jupyterlab

pip install virtualenv
virtualenv myev
source myev/bin/activate
pip install -r requirements.txt
jupyter lab

or run this script for windows users

pip install virtualenv
virtualenv myev
.\myev\Scripts\activate
pip install -r requirements.txt
jupyter lab

Structure

    |--artifacts
    |--data
        |--raw
        |--interim
        |--processed
        |--externals
    |--notebooks
    |--queries
    |--reports
        |--figures
    |--src

Reference

• Solution iteration 1
• Solution iteration 3
• dataset source
• Time series guide