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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.
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.
At once a pioneering study of evolution and an accessible and lively reading experience, a book that offers the most convincing—and radical—explanation for how and why the human mind evolved. Consciousness, morality, creativity, language, and art: these are the traits that make us human. Scientists have traditionally explained these qualities as merely a side effect of surplus brain size, but Miller argues that they were sexual attractors, not side effects. He bases his argument on Darwin’ s theory of sexual selection, which until now has played second fiddle to Darwin’ s theory of natural selection, and draws on ideas and research from a wide range of fields, including psychology, economics, history, and pop culture. Witty, powerfully argued, and continually thought-provoking, The Mating Mind is a landmark in our understanding of our own species.
"In an atomic war, blast, heat, and initial radiation could kill millions close to ground zero of nuclear bursts. Many more millions-everybody else-could be threatened by radioactive fallout. But most of these could be saved. The purpose of this booklet is to show how to escape death from fallout. Everyone, even those far from a likely target, would need shelter from fallout. Your Federal Government has a shelter policy based on the knowledge that most of those beyond the range of blast and heat will survive if they have adequate protection from fallout." -Author's description.
A survey of computational methods for understanding, generating, and manipulating human language, which offers a synthesis of classical representations and algorithms with contemporary machine learning techniques. This textbook provides a technical perspective on natural language processing—methods for building computer software that understands, generates, and manipulates human language. It emphasizes contemporary data-driven approaches, focusing on techniques from supervised and unsupervised machine learning. The first section establishes a foundation in machine learning by building a set of tools that will be used throughout the book and applying them to word-based textual analysis. The second section introduces structured representations of language, including sequences, trees, and graphs. The third section explores different approaches to the representation and analysis of linguistic meaning, ranging from formal logic to neural word embeddings. The final section offers chapter-length treatments of three transformative applications of natural language processing: information extraction, machine translation, and text generation. End-of-chapter exercises include both paper-and-pencil analysis and software implementation. The text synthesizes and distills a broad and diverse research literature, linking contemporary machine learning techniques with the field's linguistic and computational foundations. It is suitable for use in advanced undergraduate and graduate-level courses and as a reference for software engineers and data scientists. Readers should have a background in computer programming and college-level mathematics. After mastering the material presented, students will have the technical skill to build and analyze novel natural language processing systems and to understand the latest research in the field.
The Elixir is a book of poetry, a result of hard work during working days, late nights and are the daylight thoughts of the author. It is a collection of 24 poems under six different genres including all the different aspects of life. A person in his/her entire life faces tons of issues and various thoughts, but jotting your thoughts in some confined poetry devices and rules is an art. And the irony is that poetry has no confinements and limits. The writer has put in all her efforts to express her ideas and thoughts in a creative, transparent and easy to perceive ways.
Up-to-date information on using financial statement analysis to successfully assess company performance, from the seasoned experts at the CFA Institute Designed to help investment professionals and students effectively evaluate financial statements in today's international and volatile markets, amid an uncertain global economic climate, International Financial Statement Analysis, Second Edition compiles unparalleled wisdom from the CFA in one comprehensive volume. Written by a distinguished team of authors and experienced contributors, the book provides complete coverage of the key financial field of statement analysis. Fully updated with new standards and methods for a post crisis world, this Second Edition covers the mechanics of the accounting process; the foundation for financial reporting; the differences and similarities in income statements, balance sheets, and cash flow statements around the world; examines the implications for securities valuation of any financial statement element or transaction, and shows how different financial statement analysis techniques can provide valuable clues into a company's operations and risk characteristics. Financial statement analysis allows for realistic valuations of investment, lending, or merger and acquisition opportunities Essential reading for financial analysts, investment analysts, portfolio managers, asset allocators, graduate students, and others interested in this important field of finance Includes key coverage of income tax accounting and reporting, the difficulty of measuring the value of employee compensation, and the impact of foreign exchange rates on the financial statements of multinational corporations Financial statement analysis gives investment professionals important insights into the true financial condition of a company, and International Financial Statement Analysis, Second Edition puts the full knowledge of the CFA at your fingertips.
The #1 bestselling pioneer of "fratire" and a leading evolutionary psychologist team up to create the dating book for guys. Whether they conducted their research in life or in the lab, experts Tucker Max and Dr. Geoffrey Miller have spent the last 20+ years learning what women really want from their men, why they want it, and how men can deliver those qualities. The short answer: become the best version of yourself possible, then show it off. It sounds simple, but it's not. If it were, Tinder would just be the stuff you use to start a fire. Becoming your best self requires honesty, self-awareness, hard work and a little help. Through their website and podcasts, Max and Miller have already helped over one million guys take their first steps toward Ms. Right. They have collected all of their findings in Mate, an evidence-driven, seriously funny playbook that will teach you to become a more sexually attractive and romantically successful man, the right way: No "seduction techniques," No moralizing, No bullshit. Just honest, straightforward talk about the most ethical, effective way to pursue the win-win relationships you want with the women who are best for you. Much of what they've discovered will surprise you, some of it will not, but all of it is important and often misunderstood. So listen up, and stop being stupid!
The father of fiber optics, Narinder Singh Kapany was far more than your typical multi-hyphenate. Inventor, art collector, sculptor, farmer, entrepreneur, teacher, and a successful businessman, Dr Kapany was what Fortune magazine in its 1999 issue called, 'one of the seven unsung heroes of the 20th century'. An insightful and inspirational life story, this memoir chronicles his 90 remarkable years. Charming, idiosyncratic, and highly engaging, The Man who Bent Light serves up enough variety and verve to celebrate the lives of a half-dozen individuals. But there is only one Narinder Singh Kapany, and his life, illuminated in his singular memoir, is a life like no other.