Introduction to Time Series Forecasting Time series forecasting plays a pivotal role in various domains, from finance and economics to supply chain management and weather prediction, empowering businesses and researchers to make informed decisions based on past trends and patterns. This approach goes beyond simple trend analysis by considering the inherent temporal dependencies within data,