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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.
With Zen as F*ck Journal, you'll find moments of profanity-laced catharsis and joy through journaling activities and inspirations that are positive as f*ck. Within these truly charming pages, you'll find ways to let go of the bullsh*t and lift your spirit a little f*cking higher.
This is an ideal introduction to yoga for everyone, written and presented by experts. The philosophy and benefits of Iyengar yoga are clearly explained and there is advice on how to begin and what equipment is needed. The asanas, or postures, are grouped into type for ease of reference, and are tailored for the beginner and those at intermediate level. A chapter on making yoga enjoyable and stimulating for children is included, with special animal poses. A comprehensive guide to meditation practice and techniques is also featured. This practical yoga course is a concise instructional guide to using yoga throughout life, and a wonderful introdution to the tranquility of meditation.
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.
Hermione’s bottomless bag; Paddington’s hard stare; Nanny McPhee’s mysterious and magical personality; Yondu’s flying arrow. These seemingly unrelated characters, personality traits and magical belongings all merge under Mary Poppins’s umbrella. Australian-born P. L. Travers’s iconic English governess has been entertaining readers worldwide since 1934. Over time, the audience for Mary Poppins has only grown as a result of various film and stage adaptations (e.g., Disney’s Mary Poppins in 1964 and 2018). This book aims to inform those professionals who are eager to discover more about the connection between popular culture and children’s literature concerning Mary Poppins. It is the first to collect and introduce films, sitcoms and other books that have adapted Mary Poppins’s most characteristic personality traits (such as her bitter-sweet ironic mood), unusual teaching methods, and her use of magical accessories (such as her umbrella and carpet bag).
A resource to help forensic investigators locate, analyze, and understand digital evidence found on modern Linux systems after a crime, security incident or cyber attack. Practical Linux Forensics dives into the technical details of analyzing postmortem forensic images of Linux systems which have been misused, abused, or the target of malicious attacks. It helps forensic investigators locate and analyze digital evidence found on Linux desktops, servers, and IoT devices. Throughout the book, you learn how to identify digital artifacts which may be of interest to an investigation, draw logical conclusions, and reconstruct past activity from incidents. You’ll learn how Linux works from a digital forensics and investigation perspective, and how to interpret evidence from Linux environments. The techniques shown are intended to be independent of the forensic analysis platforms and tools used. Learn how to: Extract evidence from storage devices and analyze partition tables, volume managers, popular Linux filesystems (Ext4, Btrfs, and Xfs), and encryption Investigate evidence from Linux logs, including traditional syslog, the systemd journal, kernel and audit logs, and logs from daemons and applications Reconstruct the Linux startup process, from boot loaders (UEFI and Grub) and kernel initialization, to systemd unit files and targets leading up to a graphical login Perform analysis of power, temperature, and the physical environment of a Linux machine, and find evidence of sleep, hibernation, shutdowns, reboots, and crashes Examine installed software, including distro installers, package formats, and package management systems from Debian, Fedora, SUSE, Arch, and other distros Perform analysis of time and Locale settings, internationalization including language and keyboard settings, and geolocation on a Linux system Reconstruct user login sessions (shell, X11 and Wayland), desktops (Gnome, KDE, and others) and analyze keyrings, wallets, trash cans, clipboards, thumbnails, recent files and other desktop artifacts Analyze network configuration, including interfaces, addresses, network managers, DNS, wireless artifacts (Wi-Fi, Bluetooth, WWAN), VPNs (including WireGuard), firewalls, and proxy settings Identify traces of attached peripheral devices (PCI, USB, Thunderbolt, Bluetooth) including external storage, cameras, and mobiles, and reconstruct printing and scanning activity
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.
For the military veteran or anyone who has experienced a traumatic event, returning to normal living can be a challenge. Be that as it may, even after events such as natural disasters, accidents, or one of intentional human design(e.g. combat, a terrorist attack, a sexual assault, etc.), approximately 70 to 80percent of individuals who are impacted adjust successfully. These individuals demonstrate resilience, and in some instances, even post–traumatic growth. But the remaining percentage will evidence lingering clinical disorders and adjustment problems, such as PTSD, anxiety, depressive, and substance abuse disorders that can result in suicidal acts, aggressive behavior, and divorce. Roadmap to Resilience includes over 100 ways to develop individual and family resilience-bolstering action plans to help those experiencing adjustment problems. In addition, it includes numerous narrative examples of successful coping from resilient individuals, self-improvement activities, and a comprehensivere source guide designed to help the reader locate the exact information they need to address their situation. This guidebook highlights ways that returning service members can successfully reintegrate into civilian life and how other trauma victims can cope with loss. Clinicians will find it an invaluable resource for translating evidence-based interventions into specific guidelines for their clients.
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.