Pattern Recognition and Machine Learning (book)

"Pattern Recognition and Machine Learning" is a comprehensive textbook that introduces the principles and methods used for algorithms to identify, analyze, and learn from data. It covers techniques for detecting patterns in complex information, enabling computers to classify, predict, and make decisions based on data inputs. The book provides both theoretical foundations and practical algorithms, equipping readers with the knowledge to develop systems that recognize images, interpret speech, or detect fraud—all through statistical and computational approaches. It is a key resource for understanding how machines can learn from data to solve real-world problems.