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Predict fuel consumption with a Streamlit-powered web app. Explore regression models to forecast fuel efficiency.

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Abhishekpandey2000/Fuel-Consumption-prediction

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Fuel-Consumption-prediction

  • Developed an M.L. model to predict fuel consumption.
  • Pandas to import and sanitize the dataset.
  • Matplotlib, Seaborn & Numpy for EDA.
  • Created a dashboard on Tableau.
  • M.L. models to predict fuel consumption using Scikit-learn.
  • Streamlit to deploy our ML model.

Challenges and learnings

Chi-squared analysis | Scikit-learn | Streamlit | Teamwork

Techstack

Pandas | Numpy | Scikit-learn | M.L. | Streamlit | Tableau

Visit here 👉https://fuel-consumption-prediction.streamlit.app/

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