Explore the fundamental concepts of Multivariate Data Analysis and Chemometrics in this 26-minute educational video. Gain insights into univariate and multivariate data, understand the principles of Multivariate Data Analysis, and learn about the field of Chemometrics and latent variables. While primarily created for pedagogical evaluation purposes, this lecture offers a concise introduction to these essential topics in data analysis and chemical informatics. Note that the recording quality may vary, as the focus was on teaching performance rather than production value.