Download or Read online Machine Learning with Quantum Computers full in PDF, ePub and kindle. this book written by Maria Schuld and published by Springer Nature which was released on 18 November 2021 with total page 312 pages. We cannot guarantee that Machine Learning with Quantum Computers book is available in the library, click Get Book button and read full online book in your kindle, tablet, IPAD, PC or mobile whenever and wherever You Like. This book offers an introduction into quantum machine learning research, covering approaches that range from "near-term" to fault-tolerant quantum machine learning algorithms, and from theoretical to practical techniques that help us understand how quantum computers can learn from data. Among the topics discussed are parameterized quantum circuits, hybrid optimization, data encoding, quantum feature maps and kernel methods, quantum learning theory, as well as quantum neural networks. The book aims at an audience of computer scientists and physicists at the graduate level onwards. The second edition extends the material beyond supervised learning and puts a special focus on the developments in near-term quantum machine learning seen over the past few years.
Machine Learning with Quantum Computers
- Author : Maria Schuld
- Publisher : Springer Nature
- Pages : 312 pages
- ISBN : 3030830985
- Release : 18 November 2021
- Rating : /5 from reviews