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Package number: R0ddGTOJ

Book list: Master Artificial Intelligence Year 1 - Semester 1

Maastricht University

Maastricht University / Maastricht / 2026 - 2027 / Science and Engineering / Master Artificial Intelligence / Master Artificial Intelligence Year 1 - Semester 1
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Buy two or more different new Dutch-language textbooks in a single order and get 5% off those textbooks.

Core Course - Intelligent Search & Games
Recommended
AI for Games, Third Edition
AI for Games, Third Edition

Ian Millington

ISBN: 9780367670566

Approximately 6 business days
€ 58,- € 55,10 € 58,-
Recommended
Artificial Intelligence: A Modern Approach, Global Edition
Artificial Intelligence: A Modern Approach, Global Edition

Stuart Russell, Peter Norvig

ISBN: 9781292401133

Ordered on working days before 23.00, delivered next business day
€ 79,61 € 75,63 € 79,61
Recommended
Artificial Intelligence and Games
Online
book
Artificial Intelligence and Games

Georgios N. Yannakakis; Julian Togelius

ISBN: 9783031833472 | Edition: 2

Available for immediate download | 1 year access
€ 65,39 € 62,12 € 65,39
This is an EBook, hardcopy not available at Studiewinkel.
Core Course - Advanced Concepts in Machine Learning
Recommended
Pattern Recognition and Machine Learning
Pattern Recognition and Machine Learning

Christopher M. Bishop

ISBN: 9781493938438

Approximately 6 business days
€ 89,95 € 85,45 € 89,95
Recommended
Bayesian Reasoning and Machine Learning
Bayesian Reasoning and Machine Learning

ISBN: 9780521518147

 
Also available second-hand
Recommended
Gaussian Processes for Machine Learning
Gaussian Processes for Machine Learning

ISBN: 9780262182539

Approximately 5-7 business days
€ 58,75 € 55,81 € 58,75
Recommended
The Elements of Statistical Learning
The Elements of Statistical Learning

Data Mining, Inference, and Prediction, Second Edition

Trevor Hastie, Robert Tibshirani, Jerome Friedman

ISBN: 9780387848570

 
Also available second-hand
Core Course - Research Project Artificial Intelligence 1
 
Recommended readings are project dependent, info through Maastricht University

Elective Period 1 - Data Mining
Recommended
Introduction to Data Mining, Global Edition
Introduction to Data Mining, Global Edition

Pang-Ning Tan, Michael Steinbach, Vipin Kumar, Anuj Karpatne

ISBN: 9780273769224 | Edition: 2

Expected
€ 89,37 € 84,90 € 89,37
Elective Period 1 - Optimization
Recommended
Numerical Optimization
Numerical Optimization

ISBN: 9780387303031

 
Also available second-hand
Recommended
Optimization methods for large-scale machine learning - Bottou/Curtis/Nocedal

Available at SIAM Review:

https://epubs.siam.org/doi/full/10.1137/16M1080173
Elective Period 1 - Signal and Image Processing
Recommended
9780387954424 Principal Component Analysis - Ian T. Jolliffe

This book is not available at Studiewinkel, purchase elsewhere.

Elective Period 1 - Control and Intelligent Systems
Recommended
Feedback Systems: An Introduction for Scientists and Engineers. Princeton University Press.

Available online:

https://fbswiki.org/
Recommended
Linear Control Systems: Structure, Stability, Optimality

Available online:

https://doi.org/10.5281/zenodo.18817647
Elective Period 2 - Algorithmic Game Theory
 
No literature required.

Elective Period 2 - Computer Vision
Recommended
Computer Vision
Online
book
Computer Vision

Models, Learning, and Inference

Simon J. D. Prince

ISBN: 9781139506304 | Edition: 1

Available for immediate download | 5 year access
€ 97,96 € 93,06 € 97,96
This is an eBook, hardcover not available at Studiewinkel.
Recommended
9781292223049 Digital Image Processing - Gonzalez, Woods

This book is nog available at Studiewinkel, purchase elsewhere.

Elective Period 2 - Advanced Natural Language Processing
 
Papers published in top international conferences and journals in machine learning field.

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