March 2023
Intermediate to advanced
680 pages
13h 44m
English
book
A Practical Guide to Quantum Machine Learning and Quantum Optimization
by Elías F. Combarro, Samuel González-Castillo
Content preview from A Practical Guide to Quantum Machine Learning and Quantum Optimization
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Chapter 9 Quantum Support Vector Machines
Artificial Intelligence is the new electricity — Andrew Ng
In the previous chapter, we learned the basics of machine learning and we got a sneak peek into quantum machine learning. It is now time for us to work with our first family of quantum machine learning models: that of Quantum Support Vector Machines (often abbreviated as QSVMs). These are very popular models, and they are most naturally used in binary classification problems.
In this chapter, we shall learn what (classical) support vector machines are and how they are used, and we will use this knowledge as a foundation to understand quantum support vector machines. In addition, we will explore how to implement and train quantum support vector ...
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