English

Quantum machine learning -- lecture notes

Quantum Physics 2025-12-08 v1
Authors: Bojan Žunkovič
View on arXiv ↗ PDF ↗

Abstract

Lecture notes on quantum machine learning for computer scientists.

Keywords

quantum computing physics reviews and summaries

Cite

@article{arxiv.2512.05151,
  title  = {Quantum machine learning -- lecture notes},
  author = {Bojan Žunkovič},
  journal= {arXiv preprint arXiv:2512.05151},
  year   = {2025}
}

Comments

93 pages

Related papers

View all related →
Quantum Physics · Physics
Machine Learning and Quantum Devices
Florian Marquardt
2021-06-02
Quantum Physics · Physics
Quantum Information Theory -- Lecture Notes
Christoph Dittel
2023-11-22
Quantum Physics · Physics
Quantum computing for data science
Barry C. Sanders
2023-02-20
Quantum Physics · Physics
Quantum machine learning for data scientists
Dawid Kopczyk
2018-04-27
Quantum Physics · Physics
Quantum Computing: Lecture Notes
Ronald de Wolf
2023-01-18
Quantum Physics · Physics
A Short Introduction to Quantum Computing for Physicists
Oswaldo Zapata
2024-08-23
Quantum Physics · Physics
Lecture Notes on Quantum Algorithms in Open Quantum Systems
Matteo Carlesso
2024-06-18
Quantum Physics · Physics
Lecture Notes: Programming Quantum Computers
Madita Willsch, Dennis Willsch, Kristel Michielsen
2022-01-07
General Relativity and Quantum Cosmology · Physics
Quantum Gravity
Enrique Alvarez
2009-11-10
Quantum Physics · Physics
An introduction to quantum machine learning
M. Schuld, I. Sinayskiy, F. Petruccione
2015-05-27
Statistical Mechanics · Physics
Computational Complexity for Physicists
Stephan Mertens
2009-09-25
Quantum Physics · Physics
Lecture Notes on Quantum Algorithms for Scientific Computation
Lin Lin
2022-01-21
Quantum Physics · Physics
Quantum Machine Learning: A Hands-on Tutorial for Machine Learning Practitioners and Researchers
Yuxuan Du, Xinbiao Wang, Naixu Guo, Zhan Yu +5
2025-02-04
Quantum Physics · Physics
Quantum Machine Learning: An Interplay Between Quantum Computing and Machine Learning
Jun Qi, Chao-Han Yang, Samuel Yen-Chi Chen, Pin-Yu Chen
2024-11-15
Quantum Physics · Physics
Quantum memristors for neuromorphic quantum machine learning
Lucas Lamata
2024-12-30
Quantum Physics · Physics
Quantum Machine Learning: from physics to software engineering
Alexey Melnikov, Mohammad Kordzanganeh, Alexander Alodjants, Ray-Kuang Lee
2023-03-07
Quantum Physics · Physics
Challenges and Opportunities in Quantum Machine Learning
M. Cerezo, Guillaume Verdon, Hsin-Yuan Huang, Lukasz Cincio +1
2023-03-17
Quantum Physics · Physics
Machine Learning for Estimation and Control of Quantum Systems
Hailan Ma, Bo Qi, Ian R. Petersen, Re-Bing Wu +2
2025-09-09
Quantum Physics · Physics
A Quick Introduction to Quantum Machine Learning for Non-Practitioners
Ethan N. Evans, Dominic Byrne, Matthew G. Cook
2024-02-23
Quantum Physics · Physics
Quantum computing models for artificial neural networks
Stefano Mangini, Francesco Tacchino, Dario Gerace, Daniele Bajoni +1
2021-05-21
Quantum Physics · Physics
Liquid state NMR Quantum Computing
Lieven M. K. Vandersypen, Costantino S. Yannoni, Isaac L. Chuang
2007-05-23
Quantum Physics · Physics
Notes on Quantum Computation and Information
Raghav G. Jha
2023-08-09
Other Condensed Matter · Physics
A Primer in Quantum Mechanics for NMR Students
V. V. Korostelev
2008-03-10
Mathematical Physics · Physics
Lectures on Topos Quantum Theory
Cecilia Flori
2012-07-10
Quantum Physics · Physics
Systematic Literature Review: Quantum Machine Learning and its applications
David Peral García, Juan Cruz-Benito, Francisco José García-Peñalvo
2023-12-07