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MSY-Salman/Machine-Learning-Workflow

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App README

๐Ÿง  ML Pipeline Pro

An interactive Streamlit web app for building, training, evaluating, and visualizing end-to-end Machine Learning pipelines โ€” from data preprocessing to model deployment.

๐Ÿš€ Features

  • โ€”๐Ÿ“Š EDA and data profiling
  • โ€”โš™๏ธ Custom preprocessing pipeline
  • โ€”๐Ÿค– Train multiple ML models
  • โ€”๐Ÿ“ˆ Model evaluation & visualization
  • โ€”๐Ÿ’พ Save & load trained models
  • โ€”๐Ÿ”„ Live predictions using uploaded data

๐Ÿ–ฅ๏ธ Technologies Used

  • โ€”Python 3.x
  • โ€”Streamlit
  • โ€”scikit-learn
  • โ€”pandas, numpy
  • โ€”seaborn, matplotlib
  • โ€”joblib

๐Ÿ“ฆ Installation

bash
git clone https://github.com/your-username/your-repo-name.git
cd your-repo-name
pip install -r requirements.txt
streamlit run app.py