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Class-tested and coherent, this textbook teaches classical and web information retrieval, including web search and the related areas of text classification and text clustering from basic concepts. It gives an up-to-date treatment of all aspects of the design and implementation of systems for gathering, indexing, and searching documents; methods for evaluating systems; and an introduction to the use of machine learning methods on text collections. All the important ideas are explained using examples and figures, making it perfect for introductory courses in information retrieval for advanced undergraduates and graduate students in computer science. Based on feedback from extensive classroom experience, the book has been carefully structured in order to make teaching more natural and effective. Slides and additional exercises (with solutions for lecturers) are also available through the book's supporting website to help course instructors prepare their lectures.
From New York Times bestselling author Sam Kean comes incredible stories of science, history, finance, mythology, the arts, medicine, and more, as told by the Periodic Table. Why did Gandhi hate iodine (I, 53)? How did radium (Ra, 88) nearly ruin Marie Curie's reputation? And why is gallium (Ga, 31) the go-to element for laboratory pranksters? The Periodic Table is a crowning scientific achievement, but it's also a treasure trove of adventure, betrayal, and obsession. These fascinating tales follow every element on the table as they play out their parts in human history, and in the lives of the (frequently) mad scientists who discovered them. The Disappearing Spoon masterfully fuses science with the classic lore of invention, investigation, and discovery -- from the Big Bang through the end of time. Though solid at room temperature, gallium is a moldable metal that melts at 84 degrees Fahrenheit. A classic science prank is to mold gallium spoons, serve them with tea, and watch guests recoil as their utensils disappear.
The fascinating, fun, and friendly way to understand the science behind human language Linguistics is the scientific study of human language. Linguistics students study how languages are constructed, how they function, how they affect society, and how humans learn language. From understanding other languages to teaching computers to communicate, linguistics plays a vital role in society. Linguistics For Dummies tracks to a typical college-level introductory linguistics course and arms you with the confidence, knowledge, and know-how to score your highest. Understand the science behind human language Grasp how language is constructed Score your highest in college-level linguistics If you're enrolled in an introductory linguistics course or simply have a love of human language, Linguistics For Dummies is your one-stop resource for unlocking the science of the spoken word.
This book offers a highly accessible introduction to natural language processing, the field that supports a variety of language technologies, from predictive text and email filtering to automatic summarization and translation. With it, you'll learn how to write Python programs that work with large collections of unstructured text. You'll access richly annotated datasets using a comprehensive range of linguistic data structures, and you'll understand the main algorithms for analyzing the content and structure of written communication. Packed with examples and exercises, Natural Language Processing with Python will help you: Extract information from unstructured text, either to guess the topic or identify "named entities" Analyze linguistic structure in text, including parsing and semantic analysis Access popular linguistic databases, including WordNet and treebanks Integrate techniques drawn from fields as diverse as linguistics and artificial intelligence This book will help you gain practical skills in natural language processing using the Python programming language and the Natural Language Toolkit (NLTK) open source library. If you're interested in developing web applications, analyzing multilingual news sources, or documenting endangered languages -- or if you're simply curious to have a programmer's perspective on how human language works -- you'll find Natural Language Processing with Python both fascinating and immensely useful.
Consistent, high-quality coding standards improve software quality, reduce time-to-market, promote teamwork, eliminate time wasted on inconsequential matters, and simplify maintenance. Now, two of the world's most respected C++ experts distill the rich collective experience of the global C++ community into a set of coding standards that every developer and development team can understand and use as a basis for their own coding standards. The authors cover virtually every facet of C++ programming: design and coding style, functions, operators, class design, inheritance, construction/destruction, copying, assignment, namespaces, modules, templates, genericity, exceptions, STL containers and algorithms, and more. Each standard is described concisely, with practical examples. From type definition to error handling, this book presents C++ best practices, including some that have only recently been identified and standardized-techniques you may not know even if you've used C++ for years. Along the way, you'll find answers to questions like What's worth standardizing--and what isn't? What are the best ways to code for scalability? What are the elements of a rational error handling policy? How (and why) do you avoid unnecessary initialization, cyclic, and definitional dependencies? When (and how) should you use static and dynamic polymorphism together? How do you practice "safe" overriding? When should you provide a no-fail swap? Why and how should you prevent exceptions from propagating across module boundaries? Why shouldn't you write namespace declarations or directives in a header file? Why should you use STL vector and string instead of arrays? How do you choose the right STL search or sort algorithm? What rules should you follow to ensure type-safe code? Whether you're working alone or with others, C++ Coding Standards will help you write cleaner code--and write it faster, with fewer hassles and less frustration.
Function literals, Monads, Lazy evaluation, Currying, and more About This Book Write concise and maintainable code with streams and high-order functions Understand the benefits of currying your Golang functions Learn the most effective design patterns for functional programming and learn when to apply each of them Build distributed MapReduce solutions using Go Who This Book Is For This book is for Golang developers comfortable with OOP and interested in learning how to apply the functional paradigm to create robust and testable apps. Prior programming experience with Go would be helpful, but not mandatory. What You Will Learn Learn how to compose reliable applications using high-order functions Explore techniques to eliminate side-effects using FP techniques such as currying Use first-class functions to implement pure functions Understand how to implement a lambda expression in Go Compose a working application using the decorator pattern Create faster programs using lazy evaluation Use Go concurrency constructs to compose a functionality pipeline Understand category theory and what it has to do with FP In Detail Functional programming is a popular programming paradigm that is used to simplify many tasks and will help you write flexible and succinct code. It allows you to decompose your programs into smaller, highly reusable components, without applying conceptual restraints on how the software should be modularized. This book bridges the language gap for Golang developers by showing you how to create and consume functional constructs in Golang. The book is divided into four modules. The first module explains the functional style of programming; pure functional programming (FP), manipulating collections, and using high-order functions. In the second module, you will learn design patterns that you can use to build FP-style applications. In the next module, you will learn FP techniques that you can use to improve your API signatures, to increase performance, and to build better Cloud-native applications. The last module delves into the underpinnings of FP with an introduction to category theory for software developers to give you a real understanding of what pure functional programming is all about, along with applicable code examples. By the end of the book, you will be adept at building applications the functional way. Style and approach This book takes a pragmatic approach and shows you techniques to write better functional constructs in Golang. We'll also show you how use these concepts to build robust and testable apps.
This American underground classic is a rollicking cosmic mystery featuring Albert Einstein and James Joyce as the ultimate space/time detectives. One fateful evening in a suitably dark, beer-soaked Swiss rathskeller, a wild and obscure Irishman named James Joyce would become the drinking partner of an unknown physics professor called Albert Einstein. And on that same momentous night, Sir John Babcock, a terror-stricken young Englishman, would rush through the tavern door bringing a mystery that only the two most brilliant minds of the century could solve . . . or perhaps bringing only a figment of his imagination born of the paranoia of our times. An outrageous, raunchy ride through the twists and turns of mind and space, Masks of the Illuminati runs amok with all our fondest conspiracy theories to show us the truth behind the laughter . . . and the laughter in the truth. Praise for Masks of the Illuminati “I was astonished and delighted . . . Robert Anton Wilson managed to reverse every mental polarity in me, as if I had been pulled through infinity.”—Philip K. Dick “[Wilson is] erudite, witty, and genuinely scary.”—Publishers Weekly “A dazzling barker hawking tickets to the most thrilling tilt-a-whirls and daring loop-o-planes on the midway to a higher consciousness.”—Tom Robbins “Wilson is one of the most profound, important, scientific philosophers of this century—scholarly, witty, hip, and hopeful.”—Timothy Leary
Martin Gardner's Mathematical Games columns in Scientific American inspired and entertained several generations of mathematicians and scientists. Gardner in his crystal-clear prose illuminated corners of mathematics, especially recreational mathematics, that most people had no idea existed. His playful spirit and inquisitive nature invite the reader into an exploration of beautiful mathematical ideas along with him. These columns were both a revelation and a gift when he wrote them; no one--before Gardner--had written about mathematics like this. They continue to be a marvel. This is the original 1986 edition and contains columns published from 1972-1974.
This book tells the intriguing and often colorful stories of the medical words we use. The origins of clinical and scientific terms can be found in Greek and Latin myths, in places such as jungles of Uganda and the islands of the Aegean Sea, in the names of medicine’s giants such as Hippocrates and Osler, and in some truly unlikely sources. In this book you will learn the answers to questions such as: • What disease was named for an American space flight? • Do you know the echoic word for elephantine rumbling of the bowels? • What drug name was determined by drawing chemists’ notes out of a hat? • What are surfer’s eye, clam digger’s itch, and hide porter’s disease? This book can give you new insights into the terms we use every day in the clinic, hospital, and laboratory. Knowing a word’s history assists in understanding not only what it means, but also some of the connotative subtleties of terms used in diagnosis and treatment. The Amazing Language of Medicine is intended for the enrichment of physicians, other health professionals, students, and anyone involved in clinical care and medical science.
A heartfelt memoir from one of Hollywood's greatest icons Dick Van Dyke, indisputably one of the greats of the golden age of television, is admired and beloved by audiences the world over for his beaming smile, his physical dexterity, his impeccable comic timing, his ridiculous stunts, and his unforgettable screen roles. His trailblazing television program, The Dick Van Dyke Show (produced by Carl Reiner, who has written the foreword to this memoir), was one of the most popular sitcoms of the 1960s and introduced another major television star, Mary Tyler Moore. But Dick Van Dyke was also an enormously engaging movie star whose films, including Mary Poppins and Chitty Chitty Bang Bang, have been discovered by a new generation of fans and are as beloved today as they were when they first appeared. A colorful, loving, richly detailed look at the decades of a multilayered life, My Lucky Life In and Out of Show Business, will enthrall every generation of reader, from baby-boomers who recall when Rob Petrie became a household name, to all those still enchanted by Bert’s “Chim Chim Cher-ee.” This is a lively, heartwarming memoir of a performer who still thinks of himself as a “simple song-and-dance man,” but who is, in every sense of the word, a classic entertainer.