1. Data Mining Introduction (Lecture 2), York University

This lecture provides an introduction to Data Mining. Here is the outline: Process of Data Mining Types of Data Basic Data Mining Tasks (Predictive tasks such as classification and regression, Descriptive tasks such as clustering, association analysis,...) Major Issues in Data Mining (e.g., efficiency, effectiveness, fairness, interpretability, etc.) Acknowledgement/References: Jiawei Han, Micheline Kamber and Jian Pei, Data Mining -- Concepts and Techniques. Morgan Kaufmann, Fourth Edition, 2022. Pang-Ning Tan, Michael Steinbach, Vipin Kumar. Introduction to Data Mining, Addison Wesley. Second Edition. 2018 Data Mining course by Dr. Aijun An, Professor at York University Data Mining course by Dr. Parke Godfrey, Professor at York University