Regression Modeling Strategies : With Applications to Linear Models, Logistic and Ordinal Regression, and Survival Analysis
Jr., Frank E. Harrell
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The Algorithm Design Manual
Steven S. Skiena
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An Intermediate Course in Probability
Allan Gut
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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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Graph Theory
Reinhard Diestel
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Computability Theory
S. Barry Cooper
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Mathematics and Computation : A Theory Revolutionizing Technology and Science
Avi Wigderson
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Quantum Information Theory
Mark M. (Louisiana State University) Wilde
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Bandit Algorithms
Tor (University of Alberta) Lattimore
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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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An Invitation to Combinatorics
Shahriar (Pomona College, California) Shahriari
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Programming in Parallel with CUDA : A Practical Guide
Richard (University of Cambridge) Ansorge
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Not with a Bug, But with a Sticker : Attacks on Machine Learning Systems and What To Do About Them
Ram Shankar (University of Washington; Harvard University) Siva Kumar
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Introduction to Quantum Computing
Ray LaPierre
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Mathematics of Quantum Computing : An Introduction
Wolfgang Scherer
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Mathematical Aspects of Deep Learning
Philipp (Universitat Wien, Austria) Grohs
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Probabilistic Numerics : Computation as Machine Learning
Philipp (Eberhard-Karls-Universitat Tubingen, Germany) Hennig
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Deep Learning in Science
Pierre (University of California, Irvine) Baldi
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Quaternions for Computer Graphics
John Vince
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The 9 Pitfalls of Data Science
Gary (Fletcher Jones Professor of Economics, Fletcher Jones Pro Smith
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Quantum Computing: An Applied Approach
Jack D. Hidary
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Python for Probability, Statistics, and Machine Learning
Jose Unpingco
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Linear Algebra And Optimization With Applications To Machine Learning - Volume Ii: Fundamentals Of Optimization Theory With Applications To Machine Learning
Jean H (Univ Of Pennsylvania, Usa) Gallier
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