In a world driven by data, the ability to predict future trends and patterns has become an invaluable skill across industries. Time series forecasting, a technique that leverages historical data to predict future values, plays a pivotal role in decision-making, resource allocation, and risk management. The Autoregressive Integrated Moving Average…