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Data science project - collect, clean, process and display using machine learning and interactive dashboard

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ThoroughZED

For this project we gathered, processed, analyzed and visualized a large data set using machine learning and an interactive dashboard

Our Team

Application Features

  • Interactive Panel Dashboard
  • Random Forest Machine Learning price estimation trained on ZED RUN market data
  • Intrinsic value estimation of horses and predicted earnings using 'Discount Cash Flow' analysis.
    • See Harper's article on this method.
  • Command Line Interface that calculates estimations or launches dashboard

How to run

  • clone repo
  • pip install -r requirements.txt
  • python -m app.train_model
  • python -m app.main

Demo

demo gif

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Data science project - collect, clean, process and display using machine learning and interactive dashboard

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