Recap Probabilistic Models and Time Series Analysis

Probability helps in modeling the uncertainty inherent in real-world data. For instance, in classification tasks, probability can express the confidence of a model in assigning a label to an input. It’s also used to make decisions under uncertainty, and to evaluate the performance of models.