Abhishekpandey2000 / Fuel-Consumption-prediction Public

Notifications You must be signed in to change notification settings
Fork 1
Star 3

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

fuel-consumption-prediction.streamlit.app/

3 stars 1 fork Branches Tags Activity

Notifications

Name		Name	Last commit message	Last commit date
Latest commit History 109 Commits
Fuel_Consumption_prediction_EDA.ipynb		Fuel_Consumption_prediction_EDA.ipynb
README.md		README.md
fuel_prediction.py		fuel_prediction.py
output-onlinegiftools.gif		output-onlinegiftools.gif
requirements.txt		requirements.txt
scaled_data.sav		scaled_data.sav
trained_model_rf.sav		trained_model_rf.sav

Repository files navigation

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/

About

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

fuel-consumption-prediction.streamlit.app/

python data-science machine-learning web-app predictive-modeling fuel-consumption regression-analysis streamlit

Report repository

Releases

No releases published

Packages

No packages published

Languages