Data mining aims at finding interesting, useful or profitable information in very large databases. The enormous increase in the size of available scientific and

Based on the author’s experience in teaching data science for more than 10 years, Mathematics and Programming for Machine Learning with R: From the Ground Up

Introduction to Algorithms for Data Mining and Machine Learning introduces the essential ideas behind all key algorithms and techniques for data mining and mach

Dynamic programming is an efficient technique for solving optimization problems. It is based on breaking the initial problem down into simpler ones and solving

A comprehensive overview of data mining from an algorithmic perspective, integrating related concepts from machine learning and statistics.