Fundamentals of Pattern Recognition and Machine Learning
Ulisses Braga-Neto
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Generative AI on Aws : Building Context-Aware Multimodal Reasoning Applications
Chris Fregly
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Machine Learning : The Art and Science of Algorithms that Make Sense of Data
Peter (University of Bristol) Flach
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Linear Algebra for Everyone
Gilbert (Massachusetts Institute of Technology) Strang
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Data Mining : The Textbook
Charu C. Aggarwal
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Pattern Recognition and Machine Learning
Christopher M. Bishop
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Hands-On Unsupervised Learning Using Python : How to Build Applied Machine Learning Solutions from Unlabeled Data
Ankur A. Patel
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AI at the Edge : Solving Real-World Problems with Embedded Machine Learning
Daniel Situnayake
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Machine Learning Refined : Foundations, Algorithms, and Applications
Jeremy (Northwestern University, Illinois) Watt
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Foundations of Data Science
Avrim Blum
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Natural Language Processing : A Machine Learning Perspective
Yue Zhang
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Fundamentals of Music Processing : Using Python and Jupyter Notebooks
Meinard Muller
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Tangles : A Structural Approach to Artificial Intelligence in the Empirical Sciences
Reinhard (Universitat Hamburg) Diestel
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Algorithmic High-Dimensional Robust Statistics
Ilias (University of Wisconsin-Madison) Diakonikolas
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Machine Learning for Engineers
Osvaldo (King's College London) Simeone
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Scaling up Machine Learning : Parallel and Distributed Approaches
Ron Bekkerman
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Essentials of Pattern Recognition : An Accessible Approach
Jianxin (Nanjing University, China) Wu
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An Introduction to Optimization on Smooth Manifolds
Nicolas (Ecole Polytechnique Federale de Lausanne) Boumal
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Multi-Modal User Interactions in Controlled Environments
Chaabane Djeraba
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An Intuitive Exploration of Artificial Intelligence : Theory and Applications of Deep Learning
Simant Dube
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Scalable Pattern Recognition Algorithms : Applications in Computational Biology and Bioinformatics
Pradipta Maji
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