Fuel Consumption Comparison with Streamlit

Fabio Sarmento Pedro

Fullstack Engineer
Data Analyst
ML Engineer
Python
This project compares the consumption of two fuels (E10 and SP98) based on various parameters, such as distance, speed, temperature, weather, and whether or not the AC is on. The project includes a Jupyter notebook for data cleaning and preparation, as well as a Streamlit application for displaying the results and comparing algorithms for regression and classification models.
You can see a running instance here.
Please note that it is deployed on Streamlit Cloud so the application could go in sleep mode and need some time to reload.
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