Title: Introduction to Data Mining (2nd Edition)
Authors: Pang-Ning Tan, Michael Steinbach, Anuj Karpatne, Vipin Kumar
Publisher: Pearson
Description: “Introduction to Data Mining” by Pang-Ning Tan, Michael Steinbach, Anuj Karpatne, and Vipin Kumar provides a comprehensive introduction to the field of data mining in its 2nd edition. This textbook covers essential topics such as data preprocessing, classification, clustering, association analysis, and anomaly detection. Through clear explanations, real-world examples, and practical applications, the authors guide readers through the process of discovering patterns and insights from large datasets. The 2nd edition incorporates the latest advancements in data mining techniques and algorithms, including discussions on deep learning, ensemble methods, and big data analytics. Whether readers are new to data mining or seeking advanced knowledge, “Introduction to Data Mining” serves as an invaluable resource for understanding and applying data mining concepts in various domains.