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Graph Drawing and Network Visualization
Patrizio Angelini, Reinhard von Hanxleden · back to the book
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24 books with the same feel
Hide books by the same authorThe Elements of Statistical Learning: Data Mining, Inference, and Prediction
Trevor Hastie, Robert Tibshirani, Jerome Friedman · 549 pages
Describes important statistical ideas in machine learning, data mining, and bioinformatics. Covers a broad range, from supervised learning (prediction), to unsupervised learning, including classification trees, neural networks, and support vector machines.
The Art of Computer Programming, Volume 1: Fundamental Algorithms
Donald Ervin Knuth
The Clockwork Universe: Isaac Newton, the Royal Society, and the Birth of the Modern World
Edward Dolnick · 398 pages
An Introduction to Information Theory: Symbols, Signals and Noise
John Robinson Pierce · 305 pages
Quantum Computing Since Democritus
Scott Aaronson · 369 pages
Written by noted quantum computing theorist Scott Aaronson, this book takes readers on a tour through some of the deepest ideas of maths, computer science and physics. Full of insights, arguments and philosophical perspectives, the book covers an amazing array of topics. Beginning in antiquity with Democritus, it progresses through logic and set theory, computability and complexity theory, quantum
The Code Book: The Science of Secrecy from Ancient Egypt to Quantum Cryptography
Simon Singh · 402 pages
In his first book since the bestselling *Fermat's Enigma*, Simon Singh offers the first sweeping history of encryption, tracing its evolution and revealing the dramatic effects codes have had on wars, nations, and individual lives. From Mary, Queen of Scots, trapped by her own code, to the Navajo Code Talkers who helped the Allies win World War II, to the incredible (and incredibly simple) logisit
The Mathematical Theory of Communication
Claude Shannon, Warren Weaver · 144 pages
Shannon's master thesis (book available in hardback & paperback) laid out the basic elements of communication: * An information source that produces a message * A transmitter that operates on the message to create a signal which can be sent through a channel * A channel, which is the medium over which the signal, carrying the information that composes the message, is sent * A receiver, which t
An Introduction to Statistical Learning: With Applications in R
Gareth James, Trevor Hastie, Robert Tibshirani · 426 pages
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 important modeling and prediction techniques, along with relevant a
Data Smart: Using Data Science to Transform Information into Insight
John W. Foreman · 432 pages
"Data Science gets thrown around in the press like it's magic. Major retailers are predicting everything from when their customers are pregnant to when they want a new pair of Chuck Taylors. It's a brave new world where seemingly meaningless data can be transformed into valuable insight to drive smart business decisions. But how does one exactly do data science? Do you have to hire one of these pr
17 Equations that Changed the World
Ian Stewart · 342 pages
Introduction to Algorithms
Thomas H. Cormen, Charles E. Leiserson, Ronald L. Rivest, Clifford Stein · 1,292 pages
This book provides a comprehensive introduction to the modern study of computer algorithms. It presents many algorithms and covers them in considerable depth, yet makes their design and analysis accessible to all levels of readers. We have tried to keep explanations elementary without sacrificing depth of coverage or mathematical rigor. Each chapter presents an algorithm, a design technique, an ap
The Visual Display of Quantitative Information
Edward R. Tufte · 197 pages
The classic book on statistical graphics, charts, tables. Theory and practice in the design of data graphics, 250 illustrations of the best (and a few of the worst) statistical graphics, with detailed analysis of how to display data for precise, effective, quick analysis. Design of the high-resolution displays, small multiples. Editing and improving graphics. The data-ink ratio. Time-series, relat
Linked: The New Science of Networks
Albert-Laszlo Barabasi · 294 pages
A cocktail party. A terrorist cell. Ancient bacteria. An international conglomerate. All are networks, and all are a part of a surprising scientific revolution. Albert-Laszlo Barabasi, the nations foremost expert in the new science of networks, takes us on an intellectual adventure to prove that social networks, corporations, and living organisms are more similar than previoulsy thought. Grasping
Cybernetics: or the Control and Communication in the Animal and the Machine
Norbert Wiener · 212 pages
Acclaimed one of the "seminal books ... comparable in ultimate importance to ... Galileo or Malthus or Rousseau or Mill", Cybernetics was judged by twenty-seven historians, economists, educators, and philosophers to be one of those books published during the "past four decades," which may have a substantial impact on public thought and action in the years ahead."--Saturday Review.
Applied Cryptography: Protocols, Algorithms, and Source Code in C
Bruce Schneier · 784 pages
". . .the best introduction to cryptography I've ever seen. . . .The book the National Security Agency wanted never to be published. . . ." -Wired Magazine ". . .monumental . . . fascinating . . . comprehensive . . . the definitive work on cryptography for computer programmers . . ." -Dr. Dobb's Journal ". . .easily ranks as one of the most authoritative in its field." -PC Magazine ". . .
Compilers: Principles, Techniques, and Tools
Alfred V. Aho, Ravi Sethi, Jeffrey D. Ullman · 810 pages
This book covers topics related to the functionality and design of compilers, including: - Compiler structure - Lexical analysis (including regular expressions and finite automata) - Syntax analysis (including context-free grammars, LL parsers, bottom-up parsers, and LR parsers) - Syntax-directed translation - Type checking (including type conversions and polymorphism) -
Einstein: His Life and Universe
Walter Isaacson · 704 pages
The first full biography of Albert Einstein since all of his papers have become available shows how his scientific imagination sprang from the rebellious nature of his personality. Biographer Isaacson explores how an imaginative, impertinent patent clerk--a struggling father in a difficult marriage who couldn't get a teaching job or a doctorate--became the locksmith of the mysteries of the atom an
A Mind for Numbers: How to Excel at Math and Science
Barbara Oakley · 336 pages
**The companion book to COURSERA®'s wildly popular massive open online course "Learning How to Learn"** Whether you are a student struggling to fulfill a math or science requirement, or you are embarking on a career change that requires a new skill set, A Mind for Numbers offers the tools you need to get a better grasp of that intimidating material. Engineering professor Barbara Oakley knows fi
Isaac Newton
James Gleick · 272 pages
"In this biography, James Gleick moves between a comprehensive historical portrait and a dramatic focus on Newton's significant letters and unpublished notebooks to illuminate the real importance of his work in physics, in optics, and in calculus. He makes us see the old intuitive, alchemical universe out of which Newton's mathematics first arose and shows us how Newton's ideas have altered all fo
Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy
Cathy O'Neil · 272 pages
A former Wall Street quant sounds an alarm on the mathematical models that pervade modern life — and threaten to rip apart our social fabric We live in the age of the algorithm. Increasingly, the decisions that affect our lives—where we go to school, whether we get a car loan, how much we pay for health insurance—are being made not by humans, but by mathematical models. In theory, this should l
Metamagical Themas: Questing for the Essence of Mind and Pattern
Douglas R. Hofstadter · 852 pages
Toen 'Godel, Escher, Bach' verscheen in 1979 was Hofstadter in een klap wereldberoemd. Het is maar weinigen gegeven zo met taal en kennis te spelen: briljant, erudiet, creatief, humoristisch, en didaktisch van zeer hoog niveau. Dezelfde kwaliteiten bepalen het gezicht van 'Metamagische thema's'. Het is een bundeling van artikelen die in de jaren 1981-1983 in de Scientific American verschenen en di