Description
Elsevier Data Mining Concepts and Techniques 4th Edition by Han Jiawei
Data Mining: Concepts and Techniques, Fourth Edition introduces concepts,
principles, and methods for mining patterns, knowledge, and models from
various kinds of data for diverse applications. Specifically, it delves into the
processes for uncovering patterns and knowledge from massive collections of
data, known as knowledge discovery from data, or KDD. It focuses on the
feasibility, usefulness, effectiveness, and scalability of data mining techniques for
large data sets. Presents a comprehensive new chapter on deep learning,
including improving training of deep learning models, convolutional neural
networks, recurrent neural networks, and graph neural networks.