Car Engines (Exploratory Data Analysis and Machine Learning)

Dataset - Automobile.csv

Contents

1. Data Cleaning
2. Basic EDA
3. Linear Regression Model (for Miles Per Gallon Prediction)

   Best R2 Score - 0.94875

   • Using split data (higher accuracy)
   • Using all data
4. Linear Regression Model (for Acceleration (zero to 60mph) prediction)

   Best R2 Score - 0.9320

5. Naive Bayes Classifier (for Country Of Origin Prediction)

   100% Accuracy