Predicting car milage per gallon using linear regression.
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May 23, 2023 - Jupyter Notebook
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auto-mpg
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An exercise on Linear and Polynomial Regression.
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Nov 5, 2021 - Jupyter Notebook
A simple machine learning project to predict car fuel efficiency (MPG) using Python. The project explores data preprocessing, feature selection, and model building with a focus on learning core ML concepts.
python
machine-learning
data-analysis
google-colab-notebook
fuel-efficiency
auto-mpg
regression-model
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Nov 18, 2024 - Jupyter Notebook
Estimating real-world fuel consumption of vehicles using the multiple machine learning methods
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Jul 21, 2020 - Python
Conducted ETL, EDA, and Model building on the auto-mpg dataset and used a bootstrap linear regression to create a statistical model to predict the mpg of a car
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Sep 12, 2021 - Jupyter Notebook
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