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This unique collection of review articles, ranging from fundamental concepts up to latest applications, contains individual contributions written by renowned experts in the relevant fields. Much attention is paid to ensuring fast access to the information, with each carefully reviewed article featuring cross-referencing, references to the most relevant publications in the field, and suggestions for further reading, both introductory as well as more specialized.
While the chapters on group theory, integral transforms, Monte Carlo methods, numerical analysis, perturbation theory, and special functions are thoroughly rewritten, completely new content includes sections on commutative algebra, computational algebraic topology, differential geometry, dynamical systems, functional analysis, graph and network theory, PDEs of mathematical physics, probability theory, stochastic differential equations, and variational methods.

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Frequently bought with Machine Learning: A Probabilistic Perspective (Adaptive Computation and Machine Learning series)


Algorithms to Live By: The Computer Science of Human Decisions Original price was: $79.99.Current price is: $19.99.
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Mathematical Logic and Computation Original price was: $79.99.Current price is: $19.99.
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Foundations of Deep Reinforcement Learning: Theory and Practice in Python Original price was: $49.99.Current price is: $19.99.
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Introduction to Machine Learning with Python: A Guide for Data Scientists Original price was: $79.99.Current price is: $19.99.
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Linear Algebra and Optimization for Machine Learning Original price was: $39.99.Current price is: $19.99.
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Concepts of Programming Languages, Global Edition Original price was: $79.99.Current price is: $19.99.
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