This lecture covers data exploration techniques, including univariate and multivariate analysis, focusing on time series prediction. It presents a complete pipeline for a use case involving clickstream data from a flipped classroom course. The lecture discusses the importance of understanding the behavior of time series data, such as user interactions, and how to analyze and predict patterns over time.