Abstract
A time series is a sequence of data over time, and its modeling is complex due to the presence of both linear and nonlinear patterns. Time series analysis is crucial for identifying trends, seasonality, cycles, and other data characteristics. Time series forecasting is relevant in various fields, such as product demand, electric load, COVID-19, finance, and customer behavior, and can be s…