Time series and signals are ubiquitous, and with the advancements in modern information technology, data collection and analysis have become more accessible than ever before. This course begins by modeling deterministic and stochastic time series, including demands and economic indicators. It then focuses on analyzing digital signals such as machine sensor readings, ECG, and sound waves using signal processing techniques. The objective is to cultivate a comprehensive understanding of handling temporal signals.