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A Practical Guide to Quantum Machine Learning and Quantum Optimization
book

A Practical Guide to Quantum Machine Learning and Quantum Optimization

by Elías F. Combarro, Samuel González-Castillo
March 2023
Intermediate to advanced
680 pages
13h 44m
English
Packt Publishing
Content preview from A Practical Guide to Quantum Machine Learning and Quantum Optimization

Part III A Match Made in Heaven: Quantum Machine Learning

This part is devoted to studying different quantum machine learning models. You will learn how to implement and run Quantum Support Vector Machines and Quantum Neural Networks, and how to combine them with classical models to obtain interesting architectures, such as Quantum Generative Adversarial Networks.

This part includes the following chapters:

  • Chapter 8, What is Quantum Machine Learning?

  • Chapter 9, Quantum Support Vector Machines

  • Chapter 10, Quantum Neural Networks

  • Chapter 11, The Best of Both Worlds: Hybrid Architectures

  • Chapter 12, Quantum Generative Adversarial Networks

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Publisher Resources

ISBN: 9781804613832