auto-mpg

This is a Machine Learining Model for auto_mpg_dirty Data and trying to find the best model prediction between 5 prediction models which is linear Regression , Random Forest , Tuned Random Forest , Bagging , and tuned Bagging , and all of this after making Column Transformer .

Predicting car milage per gallon using linear regression.

An exercise on Linear and Polynomial Regression.

Estimating real-world fuel consumption of vehicles using the multiple machine learning methods

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.

Análise e modelo de regressão para prever consumo de combustível (mpg) com o dataset Auto-MPG — projeto FHO-DATA de Ciência de Dados.

Data Science course assignments: Implementing neural networks from scratch and using PyTorch for tabular, image (MNIST), and sequential data analysis.

A Machine Learning project that predicts vehicle fuel efficiency (MPG) using the Auto MPG dataset. The project applies data preprocessing, exploratory data analysis, and regression algorithms such as Linear Regression, Decision Tree, and Random Forest to predict fuel efficiency from vehicle specifications.