Sales Forecast using Machine Learning
A web application to predict the sales of a newly launched product
Libraries Used : scikit-learn Web Framework User : Django
Using the pickle library to load and use pre trained ml models.
How does it look like when you run it?
![MainPage](https://camo.githubusercontent.com/8b6b7abb36f85d86f415feebdfad80b0fc56a40d7c49013f2db741662c1a88e5/68747470733a2f2f692e696d6775722e636f6d2f6d6a49556436542e706e67)
Product Detail Input Page
![ProductInput](https://camo.githubusercontent.com/cbc24e963ff6fd059c8f726f9335c928f7ea66a304f43b607ac14a8ba4b4d2d1/68747470733a2f2f692e696d6775722e636f6d2f4f67724664766a2e706e67)
![PredictionPage](https://camo.githubusercontent.com/91f144aa2c668cc0e0fc2ee589b6a457a179de8ff08e0531e59a897d40c610b2/68747470733a2f2f692e696d6775722e636f6d2f7977426a354b592e706e67)
How to run sales_predit_ml on your Linux/Unix System ?
Clone the repository and get inside sales_forecast_ml
git clone https://github.com/rshrc/sales_forecast_ml && cd sales_predict_ml
python3 manage.py makemigrations predict && python3 manage.py migrate
Loading the server_predictor.py for later use
python3 ml_core/ml_process/server_predictor.py
python3 manage.py runserver
You should now be able to access the sales_predict_ml web app in localhost:8000 in your browser
How to run sales_predit_ml on your Windows System ?
Install Linux or buy a Mac and revisit https://github.com/rshrc/sales_forecast_ml/README.md