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Machine Learning
This book introduces machine learning for readers with some background in basic linear algebra, statistics, probability, and programming. In a coherent statistical framework it …
Data-Driven Science and Engineering
Data-driven discovery is revolutionizing how we model, predict, and control complex systems. Now with Python and MATLAB®, this textbook trains mathematical scientists and engineers …
A First Course in General Relativity
Clarity, readability, and rigor combine in the third edition of this widely used textbook to provide the first step into general relativity for advanced undergraduates with a …
What Is a Quantum Field Theory?
Quantum field theory (QFT) is one of the great achievements of physics, of profound interest to mathematicians. Most pedagogical texts on QFT are geared toward budding professional …
Algorithms Illuminated
In Algorithms Illuminated, Tim Roughgarden teaches the basics of algorithms in the most accessible way imaginable. This Omnibus Edition contains the complete text of Parts 1-4, …
Mathematical Aspects of Deep Learning
In recent years the development of new classification and regression algorithms based on deep learning has led to a revolution in the fields of artificial intelligence, machine …
The New Atlantic Order
This magisterial new history elucidates a momentous transformation process that changed the world: the struggle to create, for the first time, a modern Atlantic order in the long …
The Integrative Action of the Autonomic Nervous System
Almost all bodily functions are dependent on activity of the autonomic nervous system – from the cardiovascular system, the gastrointestinal tract, the evacuative and sexual …
On a Knife Edge
Was the outcome of the First World War on a knife edge? In this major new account of German wartime politics and strategy Holger Afflerbach argues that the outcome of the war was …
The Right to Repair
In recent decades, companies around the world have deployed an arsenal of tools - including IP law, hardware design, software restrictions, pricing strategies, and marketing …
Cassirer and Heidegger in Davos
The 1929 encounter between Ernst Cassirer and Martin Heidegger in Davos, Switzerland is considered one of the most important intellectual debates of the twentieth century and a …
The Problem of Blame
This book makes a case for the permissibility of reactive blame – the angry, harmful variety. Blame is a thorny philosophical problem, as it is notoriously difficult to specify the …