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Real Analysis and Probability (Cambridge Studies in Advanced Mathematics)
Real Analysis and Probability (Cambridge Studies in Advanced Mathematics)

This classic textbook, now reissued, offers a clear exposition of modern probability theory and of the interplay between the properties of metric spaces and probability measures. The new edition has been made even more self-contained than before; it now includes a foundation of the real number system and the Stone-Weierstrass theorem on...

Computer Organization and Design Fundamentals
Computer Organization and Design Fundamentals

Computer Organization and Design Fundamentals takes the reader from the basic design principles of the modern digital computer to a top-level examination of its architecture. This book can serve either as a textbook to an introductory course on computer hardware or as the basic text for the aspiring geek who wants to learn about digital...

A Course in Formal Languages, Automata and Groups (Universitext)
A Course in Formal Languages, Automata and Groups (Universitext)
This book is based on notes for a master’s course given at Queen Mary, University of London, in the 1998/9 session. Such courses in London are quite short, and the course consisted essentially of the material in the first three chapters, together with a two-hour lecture on connections with group theory. Chapter 5 is a...
An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)
An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)

An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance to marketing to astrophysics in the past twenty years. This book presents some of the most...

Principles of Data Mining (Undergraduate Topics in Computer Science)
Principles of Data Mining (Undergraduate Topics in Computer Science)

Data Mining, the automatic extraction of implicit and potentially useful information from data, is increasingly used in commercial, scientific and other application areas.

Principles of Data Mining explains and explores the principal techniques of Data Mining: for classification, association rule mining and clustering. Each...

Communications and Networking: An Introduction (Undergraduate Topics in Computer Science)
Communications and Networking: An Introduction (Undergraduate Topics in Computer Science)

This textbook presents a detailed introduction to the essentials of networking and communications technologies. Revised and updated, this new edition retains the step-by-step approach of the original, organised to help those without a strong knowledge of the subject matter. Features: provides chapter-ending summaries and review questions, an...

Fundamentals of Discrete Math for Computer Science: A Problem-Solving Primer
Fundamentals of Discrete Math for Computer Science: A Problem-Solving Primer

This textbook provides an engaging and motivational introduction to traditional topics in discrete mathematics, in a manner specifically designed to appeal to computer science students. The text empowers students to think critically, to be effective problem solvers, to integrate theory and practice, and to recognize the importance of...

A Second Course in Probability
A Second Course in Probability

The 2006 INFORMS Expository Writing Award-winning and best-selling author Sheldon Ross (University of Southern California) teams up with Erol Peköz (Boston University) to bring you this textbook for undergraduate and graduate students in statistics, mathematics, engineering, finance, and actuarial science. This is a guided tour designed...

Strategic Marketing Management
Strategic Marketing Management

This third edition of Strategic Marketing Management confirms it as the classic textbook on the subject. Its step- by- step approach provides comprehensive coverage of the five key strategic stages:

* Where are we now? - Strategic and marketing analysis
* Where do we want to be? - Strategic direction and strategy
...

Optical Engineering Fundamentals, Second Edition (SPIE Tutorial Text Vol. TT82)
Optical Engineering Fundamentals, Second Edition (SPIE Tutorial Text Vol. TT82)

This classic Tutorial Text provides a basic understanding of many fundamental optical principles. The second edition has been updated to reflect the development of electronic sensors, as well as the advent of mainstream consumer optical products. Chapters also emphasize the application of state-of-the-art computer software to generate...

Nonlinear Partial Differential Equations with Applications (International Series of Numerical Mathematics)
Nonlinear Partial Differential Equations with Applications (International Series of Numerical Mathematics)

This book primarily concerns quasilinear and semilinear elliptic and parabolic partial differential equations, inequalities, and systems. The exposition leads the reader through the general theory based on abstract (pseudo-) monotone or accretive operators as fast as possible towards the analysis of concrete differential equations, which have...

Machine Learning: The Art and Science of Algorithms that Make Sense of Data
Machine Learning: The Art and Science of Algorithms that Make Sense of Data

As one of the most comprehensive machine learning texts around, this book does justice to the field's incredible richness, but without losing sight of the unifying principles. Peter Flach's clear, example-based approach begins by discussing how a spam filter works, which gives an immediate introduction to machine learning in action,...

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