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This is project for analysis of Walmart Sales Dataset and Constructing a Machine Learning Model using Random Forests for stable predction. Exported Model using Joblib and used it within Streamlit UI.

For Contributing and Installing Deps

For Windows:

python -m venv env
env\Scripts\activate.bat
pip install -r requirements.txt

For Linux

python3 -m venv env
source env/bin/activate
pip install -r requirements.txt

About

This project demonstrates prediction of Trends from Walmart Sales. We analyzed the dataset, fixed it where necessary, visualized it for storytelling and trained a model and exposed model through API using FastAPI and UI using Streamlit for Results

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