Data Mining and Machine Learning

Discover the essential resource for aspiring data scientists with the second edition of Data Mining and Machine Learning by Mohammed Zaki. Published by Cambridge University Press in 2020, this hardback textbook spans an impressive 776 pages, making it a comprehensive guide for senior undergraduate and graduate students alike.

This edition enriches your learning experience with an in-depth exploration of key topics such as exploratory data analysis, pattern mining, clustering, and classification. With a strong algorithmic perspective, it offers a wealth of examples that facilitate understanding. Notably, the second edition introduces new chapters focused on regression techniques, including neural networks and deep learning, ensuring you stay at the forefront of this rapidly evolving field.

Enhance your knowledge and skills in data mining and machine learning with this indispensable textbook, perfect for students eager to delve into the world of data analytics.