Supervised Learning with Quantum Computers

"Supervised Learning with Quantum Computers" is a technical book that explores the interface between quantum computing and machine learning. It is aimed at an audience of graduate-level computer scientists and physicists and provides a comprehensive introduction to the fundamentals of this emerging discipline. The book not only conveys basic concepts but also presents a simple example of a quantum machine learning algorithm. For advanced readers, more complex topics are covered, including the encoding of data into quantum states as well as the development and analysis of real quantum learning models. A particular focus is placed on supervised learning and its applications for near-future quantum devices, making it a valuable resource for anyone interested in the possibilities of quantum computing in the field of machine learning.