Network capacity planning has always been a critical task for IT teams. As traffic grows and user expectations rise, predicting future demand becomes harder. Traditional methods rely on historical data and manual forecasting. While useful, they often fail to keep up with modern network complexity. This is where machine learning steps in and changes the game. Machine learning brings...