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War Songs (Library of Arabic Literature #41)
by null ʿAntarah ibn ShaddādPoems of love and battle by Arabia’s legendary warrior From the sixth-century highlands of Najd in the Arabian peninsula, on the eve of the advent of Islam, come the strident cries of a legendary warrior and poet. The black outcast son of an Arab father and an Ethiopian slave mother, 'Antarah ibn Shaddad struggled to win the recognition of his father and tribe. He defied social norms and, despite his outcast status, loyally defended his people. 'Antarah captured his tumultuous life in uncompromising poetry that combines flashes of tenderness with blood-curdling violence. His war songs are testaments to his life-long battle to win the recognition of his people and the hand of 'Ablah, the free-born woman he loved but who was denied him by her family. War Songs presents the poetry attributed to 'Antarah and includes a selection of poems taken from the later Epic of 'Antar, a popular story-cycle that continues to captivate and charm Arab audiences to this day with tales of its hero’s titanic feats of strength and endurance. 'Antarah’s voice resonates here, for the first time in vibrant, contemporary English, intoning its eternal truths: commitment to one’s beliefs, loyalty to kith and kin, and fidelity in love.An English-only edition.
By Any Media Necessary: The New Youth Activism (Connected Youth and Digital Futures #3)
by null Henry Jenkins null Sangita Shresthova null Liana Gamber-Thompson null Neta Kligler-Vilenchik null Arely ZimmermanThe participatory politics and civic engagement of youth in the digital ageThere is a widespread perception that the foundations of American democracy are dysfunctional, public trust in core institutions is eroding, and little is likely to emerge from traditional politics that will shift those conditions. Youth are often seen as emblematic of this crisis—frequently represented as uninterested in political life, ill-informed about current-affairs, and unwilling to register and vote. By Any Media Necessary offers a profoundly different picture of contemporary American youth. Young men and women are tapping into the potential of new forms of communication such as social media platforms, spreadable videos and memes, remixing the language of popular culture, and seeking to bring about political change—by any media necessary. In a series of case studies covering a diverse range of organizations, networks, and movements involving young people in the political process—from the Harry Potter Alliance which fights for human rights in the name of the popular fantasy franchise to immigration rights advocates using superheroes to dramatize their struggles—By Any Media Necessary examines the civic imagination at work. Before the world can change, people need the ability to imagine what alternatives might look like and identify paths by which change can be achieved. Exploring new forms of political activities and identities emerging from the practice of participatory culture, By Any Media Necessary reveals how these shifts in communication have unleashed a new political dynamism in American youth.Read Online at connectedyouth.nyupress.org
Natural Language Processing with PyTorch: Build Intelligent Language Applications Using Deep Learning
by Delip Rao Brian McMahanNatural Language Processing (NLP) provides boundless opportunities for solving problems in artificial intelligence, making products such as Amazon Alexa and Google Translate possible. If you’re a developer or data scientist new to NLP and deep learning, this practical guide shows you how to apply these methods using PyTorch, a Python-based deep learning library.Authors Delip Rao and Brian McMahon provide you with a solid grounding in NLP and deep learning algorithms and demonstrate how to use PyTorch to build applications involving rich representations of text specific to the problems you face. Each chapter includes several code examples and illustrations.Explore computational graphs and the supervised learning paradigmMaster the basics of the PyTorch optimized tensor manipulation libraryGet an overview of traditional NLP concepts and methodsLearn the basic ideas involved in building neural networksUse embeddings to represent words, sentences, documents, and other featuresExplore sequence prediction and generate sequence-to-sequence modelsLearn design patterns for building production NLP systems
Kafka: Real-Time Data and Stream Processing at Scale
by Gwen Shapira Todd Palino Rajini Sivaram Krit PettyEvery enterprise application creates data, whether it consists of log messages, metrics, user activity, or outgoing messages. Moving all this data is just as important as the data itself. With this updated edition, application architects, developers, and production engineers new to the Kafka streaming platform will learn how to handle data in motion. Additional chapters cover Kafka's AdminClient API, transactions, new security features, and tooling changes.Engineers from Confluent and LinkedIn responsible for developing Kafka explain how to deploy production Kafka clusters, write reliable event-driven microservices, and build scalable stream processing applications with this platform. Through detailed examples, you'll learn Kafka's design principles, reliability guarantees, key APIs, and architecture details, including the replication protocol, the controller, and the storage layer.You'll examine:Best practices for deploying and configuring KafkaKafka producers and consumers for writing and reading messagesPatterns and use-case requirements to ensure reliable data deliveryBest practices for building data pipelines and applications with KafkaHow to perform monitoring, tuning, and maintenance tasks with Kafka in productionThe most critical metrics among Kafka's operational measurementsKafka's delivery capabilities for stream processing systems
Practical Linux System Administration: A Guide to Installation, Configuration, and Management
by Kenneth HessThis essential guide covers all aspects of Linux system administration, from user maintenance, backups, filesystem housekeeping, storage management, and network setup to hardware and software troubleshooting and some application management. It's both a practical daily reference manual for sysadmins and IT pros and a handy study guide for those taking Linux certification exams.You'll turn to it frequently, not only because of the sheer volume of valuable information it provides but because of the real-world examples within and the clear, useful way the information is presented. With this book at your side, you'll be able to:Install Linux and perform initial setup duties, such as connecting to a networkNavigate the Linux filesystem via the command lineInstall software from repositories and source and satisfy dependenciesSet permissions on files and directoriesCreate, modify, and remove user accountsSet up networkingFormat and mount filesystemsPerform basic troubleshooting on hardware and softwareCreate and manage logical volumesWork with SELinuxManage a firewall and iptablesShut down, reboot, and recover a systemPerform backups and restores
Modern Java Recipes: Simple Solutions to Difficult Problems in Java 8 and 9
by Ken KousenThe introduction of functional programming concepts in Java SE 8 was a drastic change for this venerable object-oriented language. Lambda expressions, method references, and streams fundamentally changed the idioms of the language, and many developers have been trying to catch up ever since. This cookbook will help. With more than 70 detailed recipes, author Ken Kousen shows you how to use the newest features of Java to solve a wide range of problems.For developers comfortable with previous Java versions, this guide covers nearly all of Java SE 8, and includes a chapter focused on changes coming in Java 9. Need to understand how functional idioms will change the way you write code? This cookbook—chock full of use cases—is for you.Recipes cover:The basics of lambda expressions and method referencesInterfaces in the java.util.function packageStream operations for transforming and filtering dataComparators and Collectors for sorting and converting streaming dataCombining lambdas, method references, and streamsCreating instances and extract values from Java’s Optional typeNew I/O capabilities that support functional streamsThe Date-Time API that replaces the legacy Date and Calendar classesMechanisms for experimenting with concurrency and parallelism
Fluent C: Principles, Practices, and Patterns
by Christopher PreschernExpert advice on C programming is hard to find. While much help is available for object-oriented programming languages, there's surprisingly little for the C language. With this hands-on guide, beginners and experienced C programmers alike will find guidance about design decisions, including how to apply them bit by bit to running code examples when building large-scale programs.Christopher Preschern, a leading member of the design patterns community, answers questions such as how to structure C programs, cope with error handling, or design flexible interfaces. Whether you're looking for one particular pattern or an overview of design options for a specific topic, this book shows you how to implement hands-on design knowledge specifically for the C programming language.You'll find design patterns for:Error handlingReturning error informationMemory managementReturning data from C functionsData lifetime and ownershipFlexible APIsFlexible iterator interfacesOrganizing files in modular programsEscaping #ifdef Hell
Prometheus: Infrastructure and Application Performance Monitoring
by Julien Pivotto Brian BrazilGet up to speed with Prometheus, the metrics-based monitoring system used in production by tens of thousands of organizations. This updated second edition provides site reliability engineers, Kubernetes administrators, and software developers with a hands-on introduction to the most important aspects of Prometheus, including dashboarding and alerting, direct code instrumentation, and metric collection from third-party systems with exporters.Prometheus server maintainer Julien Pivotto and core developer Brian Brazil demonstrate how you can use Prometheus for application and infrastructure monitoring. This book guides you through Prometheus setup, the Node Exporter, and the Alertmanager, and then shows you how to use these tools for application and infrastructure monitoring. You'll understand why this open source system has continued to gain popularity in recent years.You will:Know where and how much instrumentation to apply to your application codeMonitor your infrastructure with Node Exporter and use new collectors for network system pressure metricsGet an introduction to Grafana, a popular tool for building dashboardsUse service discovery and the new HTTP SD monitoring system to provide different views of your machines and servicesUse Prometheus with Kubernetes and examine exporters you can use with containersDiscover Prom's new improvements and features, including trigonometry functionsLearn how Prometheus supports important security features including TLS and basic authentication
Learning Systems Thinking: Essential Nonlinear Skills and Practices for Software Professionals
by Diana MontalionWelcome to the systems age, where software professionals are no longer building software&emdash;we're building systems of software. Change is continuously deployed across software ecosystems coordinated by responsive infrastructure. In this world of increasing relational complexity, we need to think differently. Many of our challenges are systemic. This book shows you how systems thinking can guide you through the complexity of modern systems. Rather than relying on traditional reductionistic approaches, author Diana Montalion shows you how to expand your skill set so we can think, communicate, and act as healthy systems.Systems thinking is a practice that improves your effectiveness and enables you to lead impactful change. Through a series of practices and real-world scenarios, you'll learn to shift your perspective in order to design, develop, and deliver better outcomes.You'll learn:How linear thinking limits your ability to solve system challengesCommon obstacles to systems thinking and how to move past themNew skills and practices that will transform how you think, learn, and leadMethods for thinking well with others and creating sound recommendationsHow to measure success in the midst of complexity and uncertainty
Advancing into Analytics: From Excel To Python And R
by George MountData analytics may seem daunting, but if you're an experienced Excel user, you have a unique head start. With this hands-on guide, intermediate Excel users will gain a solid understanding of analytics and the data stack. By the time you complete this book, you'll be able to conduct exploratory data analysis and hypothesis testing using a programming language.Exploring and testing relationships are core to analytics. By using the tools and frameworks in this book, you'll be well positioned to continue learning more advanced data analysis techniques. Author George Mount, founder and CEO of Stringfest Analytics, demonstrates key statistical concepts with spreadsheets, then pivots your existing knowledge about data manipulation into R and Python programming.This practical book guides you through:Foundations of analytics in Excel: Use Excel to test relationships between variables and build compelling demonstrations of important concepts in statistics and analyticsFrom Excel to R: Cleanly transfer what you've learned about working with data from Excel to RFrom Excel to Python: Learn how to pivot your Excel data chops into Python and conduct a complete data analysis
Python and R for the Modern Data Scientist
by Rick J. Scavetta Boyan AngelovSuccess in data science depends on the flexible and appropriate use of tools. That includes Python and R, two of the foundational programming languages in the field. This book guides data scientists from the Python and R communities along the path to becoming bilingual. By recognizing the strengths of both languages, you'll discover new ways to accomplish data science tasks and expand your skill set.Authors Rick Scavetta and Boyan Angelov explain the parallel structures of these languages and highlight where each one excels, whether it's their linguistic features or the powers of their open source ecosystems. You'll learn how to use Python and R together in real-world settings and broaden your job opportunities as a bilingual data scientist.Learn Python and R from the perspective of your current languageUnderstand the strengths and weaknesses of each languageIdentify use cases where one language is better suited than the otherUnderstand the modern open source ecosystem available for both, including packages, frameworks, and workflowsLearn how to integrate R and Python in a single workflowFollow a case study that demonstrates ways to use these languages together
Jumpstarting the Arduino 101
by Yining Shi Sagar MohiteGet up and running quickly with the new Jumpstarting ebook series from Make:. The Arduino 101 is a low-power board that includes not only Bluetooth LE capabilities but an on-board 6-axis accelerometer/gyroscope for exciting real-world-connected projects.
Labour Beyond Cosatu: Mapping the rupture in South Africa’s labour landscape
by ANDRIES BEZUIDENHOUT & MALEHOKO TSHOAEDILabour Beyond Cosatu is the fourth volume in the series Taking Democracy Seriously – a ground-breaking, textured and nuanced study on workers and democracy – which was established in the 1990s. The series looks at members of trade unions affiliated to the Congress of South African Trade Unions (Cosatu) and provides a rich database of trade union members and research conducted over the past twenty years. It is one of the very few such resources available to researchers anywhere in the world. Labour Beyond Cosatu paints a complex picture. The 12 chapters of the volume explore various rebellions and conflicts in the trade union sector, starting with the National Union of Mineworkers (NUM) and rivalries between Cosatu affiliates. Unpacking the conflicts between state-sector and private-sector workers, contributors look at the impact of generational and educational shifts, seen by some commentators as proof that Cosatu is now ‘middle class’. The book also raises the issue of gender in the unions by usefully locating the controversy around charges levelled at Zwelinzima Vavi in 2013 in the larger context of serious problems in the gender politics within parts of Cosatu.Refuting the image of a union federation solidly committed to the ANC, Labour Beyond Cosatu presents evidence of a sharp decline in support for the ANC within Cosatu, and growing scepticism towards the Alliance. It shows that attempts to understand the labour movement in South Africa in the future will need to include research of smaller, independent unions and social movements. The volume’s contributors make a major contribution to key debates on labour and democracy, providing new material that can potentially shift the discussion in important ways. This book will be of great value to students and researchers in Industrial Sociology, Political Studies, Industrial Psychology and Economics and Management.
Filipino American Sporting Cultures: The Racial Politics of Play
by null Constancio R. Jr.Examines the significance of sports in the lives of diasporic Filipino AmericansOrganized sports have occupied a central place in Filipino American life since US colonialism began in the Philippines in 1898. For Filipino diasporas in the United States, sports are important cultural sites through which men and women cultivate a sense of ethnic community and belonging to the American national fabric.Sports studies focused on Asian America have tended to focus on East Asians, largely ignoring Filipinos. Thus, we know very little about how sports work as critical arenas to understand larger questions about Filipino identity formations, racialization, gender dynamics, diasporic contours, and post-colonial sporting cultures. This book offers an in-depth ethnographic examination of the significance of sports to the lives of Filipino Americans under the shadow of US empire and neocolonial inequities. Through a close examination of Filipino American sportingcultures—from boxing and the Manny “Pac-Man” Pacquiao phenomenon to men’s basketball leagues to women’s flag football—this book shows how engagements with sports reveal the shifting nature of Filipino Americanness and Filipino American subjectivity.Drawing on over four years of data collected in Southern California, Las Vegas, Urbana-Champaign, and Arlington, Constancio R. Arnaldo, Jr. documents the intimate connections among Filipino American sports, transnationalism, and diasporic belonging. Filipino American Sporting Cultures adds an important voice to the body of work using sports as a lens to look at US culture and communities of color.
Richard Rive: A partial biography
by null Shaun ViljoenAn empathetic biography of the apartheid author, Richard Rive.Richard Moore Rive (1930-1989) was a writer, scholar, literary critic and college teacher in Cape Town, South Africa. He is best known for his short stories written in the late 1950s and for his second novel, 'Buckingham Palace', District Six, in which he depicted the well-known cosmopolitan area of District Six, where he grew up. In this biography Shaun Viljoen, a former colleague of Rive's, creates the composite qualities of a man who was committed to the struggle against racial oppression and to the ideals of non-racialism but was also variously described as irascible, pompous and arrogant, with a 'cultivated urbanity'. Beneath these public personae lurked a constant and troubled awareness of his dark skin colour and guardedness about his homosexuality. Using his own and others' memories, and drawing on Rive's fiction, Viljoen brings the author to life with sensitivity and empathy. The biography follows Rive from his early years in the 1950s, writing for Drum magazine and spending time in the company of great anti-establishment writers such as Jack Cope, Ingrid Jonker, Jan Rabie, Marjorie Wallace, Es'kia Mphahlele and Nadine Gordimer, to his acceptance at Magdalene College, Oxford, where he completed his doctorate on Olive Schreiner, before returning to South Africa to resume his position as senior lecturer at Hewat College of Education. This biography will resurface Richard Rive the man and the writer, and invite us to think anew about how we read writers who lived and worked during the years of apartheid.
American Legal Education Abroad: Critical Histories
by Susan Bartie David SandomierskiA critical history of the Americanization of legal education in fourteen countriesThe second half of the twentieth century witnessed the export of American power—both hard and soft—throughout the world. What role did US cultural and economic imperialism play in legal education? American Legal Education Abroad offers an unprecedented and surprising picture of the history of legal education in fourteen countries beyond the United States.Each study in this book represents a critical history of the Americanization of legal education, reexamining prevailing narratives of exportation, transplantation, and imperialism. Collectively, these studies challenge the conventional wisdom that American ideas and practices have dominated globally. Editors Susan Bartie and David Sandomierski and their contributors suggest that to understand legal education and to respond thoughtfully to the mounting present-day challenges, it is essential to look beyond a particular region and consider not only the ideas behind legal education but also the broader historical, political, and cultural factors that have shaped them.American Legal Education Abroad begins with an important foundational history by leading Harvard Law School historian Bruce Kimball, who explains the factors that created a transportable American legal model, and the book concludes with reflections from two prominent American law professors, Susan Carle and Bob Gordon, whose observations on recent disruptions within US law schools suggest that their influence within the global order of legal education may soon fall into further decline. This book should be considered an invaluable resource for anyone in the field of law.
Changing Land: Diaspora Activism and the Irish Land War (The Glucksman Irish Diaspora Series #2)
by null Niall WhelehanHow diaspora activism in the Irish land movement intersected with wider radical and reform causes The Irish Land War represented a turning point in modern Irish history, a social revolution that was part of a broader ideological moment when established ideas of property and land ownership were fundamentally challenged. The Land War was striking in its internationalism, and was spurred by links between different emigrant locations and an awareness of how the Land League’s demands to lower rents, end evictions, and abolish “landlordism” in Ireland connected with wider radical and reform causes. Changing Land offers a new and original study of Irish emigrants’ activism in the United States, Argentina, Scotland, and England and their multifaceted relationships with Ireland. Niall Whelehan brings unfamiliar figures to the surface and recovers the voices of women and men who have been on the margins of, or entirely missing from, existing accounts. Retracing their transnational lives reveals new layers of radical circuitry between Ireland and disparate international locations, and demonstrates how the land movement overlapped with different types of oppositional politics from moderate reform to feminism to revolutionary anarchism. By including Argentina, which was home to the largest Irish community outside the English-speaking world, this book addresses the neglect of developments in non-Anglophone places in studies of the “Irish world.” Changing Land presents a powerful addition to our understanding of the history of modern Ireland and the Irish diaspora, migration, and the history of transnational radicalism.
Keeping It Unreal: Black Queer Fantasy and Superhero Comics (Sexual Cultures)
by null Darieck ScottWinner of the 2023 Lambda Literary Award in LGBTQ+ Studies!Explores Black representation in fantasy genres and comic booksCharacters like Black Panther, Storm, Luke Cage, Miles Morales, and Black Lightning are part of a growing cohort of black superheroes on TV and in film. Though comic books are often derided as naïve and childish, these larger-than-life superheroes demonstrate how this genre can serve as the catalyst for engaging the Black radical imagination.Keeping It Unreal: Comics and Black Queer Fantasy is an exploration of how fantasies of Black power and triumph fashion theoretical, political, and aesthetic challenges to—and respite from—white supremacy and anti-Blackness. It examines representations of Blackness in fantasy-infused genres: superhero comic books, erotic comics, fantasy and science-fiction genre literature, as well as contemporary literary “realist” fiction centering fantastic conceits.Darieck Scott offers a rich meditation on the relationship between fantasy and reality, and between the imagination and being, as he weaves his personal recollections of his encounters with superhero comics with interpretive readings of figures like the Black Panther and Blade, as well as theorists such as Frantz Fanon, Eve Sedgwick, Leo Bersani, Saidiya Hartman, and Gore Vidal. Keeping It Unreal represents an in-depth theoretical consideration of the intersections of superhero comics, Blackness, and queerness, and draws on a variety of fields of inquiry.Reading new life into Afrofuturist traditions and fantasy genres, Darieck Scott seeks to rescue the role of fantasy and the fantastic to challenge, revoke, and expand our assumptions about what is normal, real, and markedly human.
Ulwembu: A play
by null Empatheatre null The Big BrotherhoodAn empathetic theatrical journey through the spider's web of addictionDanger stalks the township of KwaMashu, near Durban. It comes in the form of whoonga (known as nyaope elsewhere), a toxic mix of B-grade heroin, rat poison and other chemical components that almost immediately sucks its users into a vortex of addiction and the crime, deception and personal tragedy that goes with it. Caught up in the web, the ulwembu of the title (spider’s web in isiZulu), presided over by the dealer, Bongani Mseleku, are Lieutenant Portia Mthembu, a police officer in the frontline of the fight against the scourge; her son Sipho; his friend, Andile Nxumalo, and Emmanuel Abreu, a Mozambique-born spaza shopkeeper. As it traces Sipho’s descent from talented scholar and aspirant poet and songwriter to suicidal addict, Ulwembu explores the effects of addiction not only on those who suffer from it but on communities, families and the police, both those who try to control the murderous trade and those who benefit from it. Using a process they have dubbed Empatheatre, The Big Brotherhood, Neil Coppen, Dylan McGarry and Mpume Mtombeni, aim to share ‘people’s real-life stories, with the intention to inspire and develop a greater empathy and kindness in spaces where there is conflict or injustice’. Ulwembu is the dramatic result of their efforts.
Crip Authorship: Disability as Method
by Mara Mills and Rebecca Sanchez2024 Daniel E. Griffiths Research Award Winner2024 Outstanding Academic Title, given by Choice ReviewsAn expansive volume presenting crip approaches to writing, research, and publishing. Crip Authorship: Disability as Method is an expansive volume presenting the multidisciplinary methods brought into being by disability studies and activism. Mara Mills and Rebecca Sanchez have convened leading scholars, artists, and activists to explore the ways disability shapes authorship, transforming cultural production, aesthetics, and media.Starting from the premise that disability is plural and authorship spans composition, affect, and publishing, this collection of thirty-five compact essays asks how knowledge about disability is produced and shared in disability studies. Disability alters, generates, and dismantles method. Crip authorship takes place within and beyond the commodity version of authorship, in books, on social media, and in creative works that will never be published. The chapters draw on the expertise of international researchers and activists in the humanities, social sciences, education, arts, and design. Across five sections—Writing, Research, Genre/Form, Publishing, Media—contributors consider disability as method for creative work: practices of writing and other forms of composition; research methods and collaboration; crip aesthetics; media formats and hacks; and the capital, access, legal standing, and care networks required to publish. Designed to be accessible and engaging for students, Crip Authorship also provides theoretically sophisticated arguments in a condensed form that will make the text a key resource for disability studies scholars. Essays include Mel Y Chen on the temporality of writing with chronic illness; Remi Yergeau on perseveration; La Marr Jurelle Bruce on mad Black writing; Alison Kafer on the reliance of the manifesto genre on disability; Jaipreet Virdi on public scholarship for disability justice; Ellen Samuels on the importance of disability and illness to autotheory; Xuan Thuy Nguyen on decolonial research methods for disability studies; Emily Lim Rogers on virtual ethnography; Cameron Awkward-Rich on depression and trans reading methods; Robert McRuer on crip theory in translation; Kelsie Acton on plain language writing; and Georgina Kleege on description as an access and aesthetic technique.
A Hundred and One Nights (Library of Arabic Literature #10)
by Bruce FudgeFantastic tales of magic and wonderTranslated into English for the very first time, A Hundred and One Nights is a marvelous example of the rich tradition of popular Arabic storytelling. Like the celebrated Thousand and One Nights, this collection opens with the frame story of Scheherazade, the vizier’s gifted daughter who recounts imaginative tales night after night in an effort to distract the murderous king from taking her life. A Hundred and One Nights features an almost entirely different set of stories, however, each one more thrilling, amusing, and disturbing than the last. Here, we encounter tales of epic warriors, buried treasure, disappearing brides, cannibal demon-women, fatal shipwrecks, and clever ruses, where human strength and ingenuity play out against a backdrop of inexorable, inscrutable fate. Distinctly rooted in Arabic literary culture and the Islamic tradition, these tales draw on motifs and story elements that circulated across cultures, including Indian and Chinese antecedents, and features a frame story possibly older than its more famous sibling. This vibrant translation of A Hundred and One Nights promises to transport readers, new and veteran alike, into its fantastical realms of magic and wonder.An English-only edition.
Signature Wounds: The Untold Story of the Military's Mental Health Crisis
by null David KieranThe surprising story of the Army’s efforts to combat PTSD and traumatic brain injury The wars in Iraq and Afghanistan have taken a tremendous toll on the mental health of our troops. In 2005, then-Senator Barack Obama took to the Senate floor to tell his colleagues that “many of our injured soldiers are returning from Iraq with traumatic brain injury,” which doctors were calling the “signature wound” of the Iraq War. Alarming stories of veterans taking their own lives raised a host of vital questions: Why hadn’t the military been better prepared to treat post-traumatic stress disorder (PTSD) and traumatic brain injury (TBI)? Why were troops being denied care and sent back to Iraq? Why weren’t the Army and the VA doing more to address these issues? Drawing on previously unreleased documents and oral histories, David Kieran tells the broad and nuanced story of the Army’s efforts to understand and address these issues, challenging the popular media view that the Iraq War was mismanaged by a callous military unwilling to address the human toll of the wars. The story of mental health during this war is the story of how different groups—soldiers, veterans and their families, anti-war politicians, researchers and clinicians, and military leaders—approached these issues from different perspectives and with different agendas. It is the story of how the advancement of medical knowledge moves at a different pace than the needs of an Army at war, and it is the story of how medical conditions intersect with larger political questions about militarism and foreign policy. This book shows how PTSD, TBI, and suicide became the signature wounds of the wars in Iraq and Afghanistan, how they prompted change within the Army itself, and how mental health became a factor in the debates about the impact of these conflicts on US culture.
Zero Trust Networks: Building Secure Systems in Untrusted Networks
by Razi Rais Christina Morillo Evan Gilman Doug BarthThis practical book provides a detailed explanation of the zero trust security model. Zero trust is a security paradigm shift that eliminates the concept of traditional perimeter-based security and requires you to "always assume breach" and "never trust but always verify." The updated edition offers more scenarios, real-world examples, and in-depth explanations of key concepts to help you fully comprehend the zero trust security architecture.Examine fundamental concepts of zero trust security model, including trust engine, policy engine, and context aware agentsUnderstand how this model embeds security within the system's operation, with guided scenarios at the end of each chapterMigrate from a perimeter-based network to a zero trust network in productionExplore case studies that provide insights into organizations' zero trust journeysLearn about the various zero trust architectures, standards, and frameworks developed by NIST, CISA, DoD, and others
Leading Effective Engineering Teams: Lessons for Individual Contributors and Managers from 10 Years at Google
by Addy OsmaniIn this insightful and comprehensive guide, Addy Osmani shares more than a decade of experience working on the Chrome team at Google, uncovering secrets to engineering effectiveness, efficiency, and team success. Engineers and engineering leaders looking to scale their effectiveness and drive transformative results within their teams and organizations will learn the essential principles, tips, and frameworks for building highly effective engineering teams.Osmani presents best practices and proven strategies that foster engineering excellence in organizations of all sizes. Through practical advice and real-world examples, Leading Effective Engineering Teams empowers you to create a thriving engineering culture where individuals and teams can excel. Unlock the full potential of your engineering team and achieve unparalleled success by harnessing the power of trust, commitment, and accountability.With this book, you'll discover:The essential traits for engineering effectiveness and the pitfalls to avoidHow to cultivate trust, commitment, and accountability within your teamStrategies to minimize friction, optimize career growth, and deliver maximum valueThe dynamics of highly successful engineering teams and how to replicate their achievementsHow to implement a systems thinking approach for everyday problem-solving and decision-makingSelf-advocacy techniques to enhance your team's visibility and recognition within the organization
Deep Learning from Scratch: Building with Python from First Principles
by Seth WeidmanWith the resurgence of neural networks in the 2010s, deep learning has become essential for machine learning practitioners and even many software engineers. This book provides a comprehensive introduction for data scientists and software engineers with machine learning experience. You’ll start with deep learning basics and move quickly to the details of important advanced architectures, implementing everything from scratch along the way.Author Seth Weidman shows you how neural networks work using a first principles approach. You’ll learn how to apply multilayer neural networks, convolutional neural networks, and recurrent neural networks from the ground up. With a thorough understanding of how neural networks work mathematically, computationally, and conceptually, you’ll be set up for success on all future deep learning projects.This book provides:Extremely clear and thorough mental models—accompanied by working code examples and mathematical explanations—for understanding neural networksMethods for implementing multilayer neural networks from scratch, using an easy-to-understand object-oriented frameworkWorking implementations and clear-cut explanations of convolutional and recurrent neural networksImplementation of these neural network concepts using the popular PyTorch framework