Air pollution is a major problem worldwide, causing respiratory issues and diseases. Monitoring air quality is crucial to taking preventive measures. A new system using Support Vector Machine (SVM) can predict air quality for the next 15 hours, including pollutants like PM 2.5, PM10, NO, NO2, and NH3. The SVM model outperforms linear prediction models in forecasting air quality.