Books by Ethem Alpaydin
Fundamentals of Probability and Statistics for Machine Learning
An introductory textbook for undergraduate or beginning graduate students that integrates probability and statistics with their applications in machine learning.
Machine Learning, revised and updated edition
A concise overview of machine learning--computer programs that learn from data--the basis of such applications as voice recognition and driverless cars.