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Machine Learning with Quantum Computers (Paperback, 2nd ed. 2021)
Loot Price: R3,518
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Machine Learning with Quantum Computers (Paperback, 2nd ed. 2021)
Series: Quantum Science and Technology
Expected to ship within 10 - 15 working days
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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.
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