SpeedCar

يركز المشروع علي تحليل البيانات و بيناء نموذج انحدار machine learning(ML) للتنبؤ بقوه السياره بناء علي مواصفات السياره و ميزات الاداء

Project Workflow:

• Data Cleaning & Preprocessing

• Exploratory Data Analysis (EDA)

• Feature Engineering

• Encoding Categorical Features

• Feature Scaling

• Data Visualization & Correlation Analysis

• Training & Comparing Machine Learning Models

• Model Evaluation using R², MAE & RMSE

• Selecting the Best Performing Model

• Building an interactive Streamlit Web Application for car power prediction

• Gradient Boosting Regressor