Patterns, Predictions, and Actions : Foundations of Machine Learning
Moritz Hardt
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Probability on Trees and Networks
Russell (Indiana University, Bloomington) Lyons
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Deep Learning on Graphs
Yao (Michigan State University) Ma
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Classical Descriptive Set Theory
Alexander Kechris
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Modeling Life : The Mathematics of Biological Systems
Alan Garfinkel
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Statistical Methods for Climate Scientists
Timothy (George Mason University, Virginia) DelSole
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Random Graphs and Complex Networks
Remco van der (Technische Universiteit Eindhoven, The Netherl Hofstad
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A First Course in Random Matrix Theory : for Physicists, Engineers and Data Scientists
Marc Potters
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The Science of Deep Learning
Iddo Drori
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Topological Data Analysis with Applications
Gunnar (Stanford University, California) Carlsson
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Machine Learning : A First Course for Engineers and Scientists
Andreas Lindholm
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Advanced Calculus : A Geometric View
James J., Jr. Callahan
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Introduction to Online Convex Optimization, second edition
Elad Hazan
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An Introduction to Stochastic Differential Equations
Lawrence C. Evans
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Number Theory : An Introduction via the Density of Primes
Benjamin Fine
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Intersection Homology & Perverse Sheaves : with Applications to Singularities
Laurentiu G. Maxim
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Probabilistic Numerics : Computation as Machine Learning
Philipp (Eberhard-Karls-Universitat Tubingen, Germany) Hennig
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Control Systems and Reinforcement Learning
Sean (University of Florida) Meyn
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Spectral Theory : Basic Concepts and Applications
David Borthwick
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A Course in Networks and Markets : Game-theoretic Models and Reasoning
Rafael (Assistant Professor, Cornell University) Pass
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MATLAB and Simulink Crash Course for Engineers
Eklas Hossain
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Measure Theory, Probability, and Stochastic Processes
Jean-Francois Le Gall
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Multivariable Calculus with MATLAB® : With Applications to Geometry and Physics
Ronald L. Lipsman
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The Fundamentals of Heavy Tails : Properties, Emergence, and Estimation
Jayakrishnan (Indian Institute of Technology, Bombay) Nair
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