Proofs from THE BOOK
Martin Aigner
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Constraint Processing
Rina (University of California, Irvine) Dechter
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The Theory and Practice of Enterprise AI : Recipes and Reference Implementations for Marketing, Supply Chain, and Production Operations
Ilya Katsov
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Modeling Business Processes : A Petri Net-Oriented Approach
Wil M.P. (Eindhoven University of Technology) van der Aalst
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The Algorithm Design Manual
Steven S. Skiena
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Category Theory for the Sciences
David I. (Research Scientist, Massachusetts Institute of Techn Spivak
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Introduction to Natural Language Processing
Jacob (Assistant Professor, Google) Eisenstein
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Model Checking
Edmund M. Clarke (Carnegie Mellon University) Jr.
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High-Dimensional Probability : An Introduction with Applications in Data Science
Roman (University of California, Irvine) Vershynin
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Optimization Algorithms on Matrix Manifolds
P.-A. Absil
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Data Mining : The Textbook
Charu C. Aggarwal
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Data-Driven Science and Engineering : Machine Learning, Dynamical Systems, and Control
Steven L. (University of Washington) Brunton
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The Data Science Design Manual
Professor Steven S. Skiena
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Introduction to Machine Learning with Applications in Information Security
Mark Stamp
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Essential Discrete Mathematics for Computer Science
Harry Lewis
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Machine Learning Refined : Foundations, Algorithms, and Applications
Jeremy (Northwestern University, Illinois) Watt
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A Hands-On Introduction to Data Science
Chirag (University of Washington) Shah
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Bandit Algorithms
Tor (University of Alberta) Lattimore
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Integrating Innovation in Architecture : Design, Methods and Technology for Progressive Practice and Research
Ajla Aksamija
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Data Science and Complex Networks : Real Case Studies with Python
Guido (Full Professor in Theoretical Physics, Full Profess Caldarelli
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Deep Learning on Graphs
Yao (Michigan State University) Ma
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Embedded Systems Design using the MSP430FR2355 LaunchPad™
Brock J. LaMeres
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Robot Ethics 2.0 : From Autonomous Cars to Artificial Intelligence
Patrick Lin
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Patterns, Predictions, and Actions : Foundations of Machine Learning
Moritz Hardt
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