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Peter Wittek Books

1 book·~10 min total read

Peter Wittek was a researcher and lecturer specializing in quantum information science and machine learning. He held positions at the University of Toronto and the Perimeter Institute for Theoretical Physics, contributing significantly to the emerging field of quantum machine learning before his passing in 2019.

Known for: Quantum Machine Learning: What Quantum Computing Means to Data Mining

Books by Peter Wittek

Quantum Machine Learning: What Quantum Computing Means to Data Mining

Quantum Machine Learning: What Quantum Computing Means to Data Mining

ai_ml·10 min read

Quantum Machine Learning introduces the intersection of quantum computing and machine learning, exploring how quantum algorithms can accelerate data analysis and pattern recognition. The book provides a rigorous yet accessible overview of quantum information theory, quantum algorithms, and their potential applications in artificial intelligence and data science.

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1

Foundations of Machine Learning: The Classical Starting Point

Before we can appreciate the quantum extensions, we must first internalize what machine learning really does in the classical context. Machine learning is built on the premise that data carries embedded structure—patterns, correlations, tendencies—and that by constructing algorithms that learn from ...

From Quantum Machine Learning: What Quantum Computing Means to Data Mining

2

Quantum Information Theory: The New Substrate of Learning

Quantum information theory transforms the way we encode and manipulate data. Where classical bits take values of 0 or 1, a qubit exists in superposition: a combination of both states at once, represented mathematically by a point on the Bloch sphere. This seemingly abstract feature carries immense c...

From Quantum Machine Learning: What Quantum Computing Means to Data Mining

About Peter Wittek

Peter Wittek was a researcher and lecturer specializing in quantum information science and machine learning. He held positions at the University of Toronto and the Perimeter Institute for Theoretical Physics, contributing significantly to the emerging field of quantum machine learning before his pas...

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Peter Wittek was a researcher and lecturer specializing in quantum information science and machine learning. He held positions at the University of Toronto and the Perimeter Institute for Theoretical Physics, contributing significantly to the emerging field of quantum machine learning before his passing in 2019.

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Peter Wittek was a researcher and lecturer specializing in quantum information science and machine learning. He held positions at the University of Toronto and the Perimeter Institute for Theoretical Physics, contributing significantly to the emerging field of quantum machine learning before his passing in 2019.

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