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PREMIUM PRACTICE FOR A PERFECT 5! Ace the digital AP Environmental Science Exam with this comprehensive study guideincluding 5 full-length practice tests with answer explanations, timed online practice, and thorough content reviews.The Princeton Reviews AP Environmental Science Premium Prep is a one-stop-shop guide that will help you prep for the exam with confidence. In this book, youll get: Test Prep That Actually Works Written by real AP teachers and tutors for an expert edge Backed by 40+ years of proven test prep expertise Consistently excellent content thats always being updated Everything You Need for a High Score Comprehensive coverage of AP Environmental Science, from ecosystems to climate change Proven strategies to avoid test traps and achieve your best score Diagnostic answer key that identifies your focus areas Extra online Student Tools, including digital flashcards, customizable study plans, key terms lists, and more Premium Practice for AP Excellence 5 full-length practice tests (3 in the book, 2 online) with detailed answer explanations Practice the way you want it, with both in-book and online tests (provided digitally with timer, or as downloadable interactive PDFs) Practice drills at the end of each content review chapter

How the turmoil of revolution and war created the London we know today the worlds first truly global city.The French Revolutionary and Napoleonic Wars changed London beyond recognition, turning it into the capital of the world the focal point of international finance and trade. Victory over France in 1815 ushered in the British Century: the next hundred years would be defined by Britains capitalist innovation and financial might, naval supremacy and imperial ambition.In this brilliant portrait of these pivotal years, Jerry White looks at how revolution and war on the Continent transformed the capital. While the manufacture of war materials brought wealth for some, high food prices led to bread riots. The war divided public opinion, with ultra-patriots clamouring for the defeat of Bony, while others sought to emulate the democratic reforms pioneered across the Channel. Crucially, the chaos and uncertainty on the Continent led to a mass flight of foreign bankers and merchants to London, which would help turn London into the worlds leading financial centre -- contemporaries called it The Modern Rome.Yet Birth of a Global City takes in the wider world too. Who was feeding London, in the British Isles and across the empire? How instrumental was Britains financial might in victory over France? What impact did the abolition of the slave trade in 1807 have on London, Britain and its empire? And how dangerous were the political ideas coming from the Continent? It was this turbulent period of war and political turmoil that created London as we know it today.

Pre-order this global history of high speed rail, from the railways"wisest, most detailed historian" (The Observer)

A dazzling journey into the hidden lives of synanthropes, the wild animals whove found ingenious ways to survive and thrive in human communitiesfrom award-winning writer and scientist Dan WerbSynanthropes have always been an immutable part of the tapestry of our lives. They are the reason we hear birdsong in the morning and skittering throughout the day, and why we take such pains to fix lids to our garbage cans. But they are so much more than that, too: epidemic vectors, churners of soil, ecosystem evolvers, spiritual lodestars, and, sometimes, sharp-toothed marauders making their way through our most intimate spaces with cruel intent. But beyond their quotidian impact on our lives, synanthropes have a critical part to play in how our communities are shaped and how sustainably they function. These creatures are ambassadors from nature, arbiters of our planets future, and a key influence on our species ongoing evolution; and recently, something essential has shifted with them.We are in a fraught era of environmental disruption, habitat destruction, and human population expansion that is ravaging formerly wild and untouched habitats. Thats caused us to become ever more inundated with synanthropes, which are bringing delight, chaos and danger to our doorstep. These species, so long dismissed, are forcing us to reckon with themfrom the hundreds of thousands of raccoons in urban spaces that spread our refuse no matter how many "raccoon-proof" bags and bins we invent, to the invasive kudzu plants that grow a foot a day, enveloping houses, telephone poles, trees, and any other structures into their green abyss. Now, as urban spaces increasingly become wild spaces, we have a choice: continue to resist them by any means necessary, or take the opportunity to promote a more harmonious coexistence.Through vivid storytelling, Our Wild Familiars brings to spectacular life the worlds most successful synanthropes, from bats, raccoons, and crows, to some of its weirdest, including the Giant Pacific Octopus. Acting as a guide to the curious, Werb reveals how the cracks in our millennia-long efforts to shield ourselves against the outside world might just lead us to a new and necessary balance with natureor to an ever more savage future.

Two original essays scrutinize the use of acoustic camouflage and the outer limits of unsound.In Phantom Lure Angus Carlyle explores the ways in which the frequency spectrum can become a site for disguise and deception. Acoustic camouflage is deployed in the concrete curves of sound mirrors, military battlefield sensors, and snipers sonic concealment tactics, but also in the silent steps of the hunter and the mimicry of duck calls, antler rattles, and fox flutes.This trail of decoys leads us into forensic acoustic analysis, electronic voice phenomena, and music encrypted with secret signalsfrom Metal Gear Solid to "Windowlicker," from moths thoraxes to horror-film whispers, from Silent Escape to Turing tests and vocoders.In Notes on the Third Ear Steve Goodman plunges further into the thresholds of audibility and the Janus-faced instrumentalization of vibration involved in sonic warfare. Taking cues from the lore surrounding Nguyn Vn Phong, an elusive Vietnamese bio-acoustician alleged to have influenced several US psyops campaigns, and folding in the friction and fabulations of his own experiences as an artist, Goodman charts the outskirts of aurality with an inventory of the tones, booms, blasts, bleeps, roars, hisses, and purrs that populate the liminal space between art and war, attack and defense, destruction and healing, detection and deception, aggression and seduction, fear and delight, signal and camouflage, the ferocious and the cute. In an era marked by the auricular multiplication of machine listening, three ears is the absolute minimum.An Urbanomic K-Pulp Switch: singular texts by two different authors in a classic pulp format.

*Technology is transforming the way we feel and express emotions, from rage-fuelled doomscrolling and three-dot texting anxiety to the entire pantheon of emojis and memes at our disposal. Tech can am

The fourth and final volume in the Sapiens: A Graphic History seriesthe illustrated adaptation of the internationally bestselling phenomenonis a magnificent whistlestop tour through the scientific and industrial revolutions during which rapid scientific advancements transform the social order, usher in modern capitalism, and lead us to our own technological age and the dawn of artificial intelligence.Until 1500 AD, Homo sapiens had reached a plateau of medical, military, and economic power, focusing their resources on preserving a social order that had existed for centuries. So, how did we go from medieval scrolls to ebooks; abacuses to computers? From the Santa Maria to nuclear subs; the earth to the moon? As Yuval Noah Harari shows, the key to jumpstarting the Scientific Revolution was one major discovery: ignorance. Ignorancecoupled with curiositydrove the pursuit to acquire new knowledge. This pursuit kicked off an endless cycle spurred by science, politics, and capitalisma feedback loop that has brought us to the brink of a new sort of intelligence poised to supersede humanity as we know it.Grafting onto Part 4 of the original Sapiens book, Sapiens: A Graphic History, Volume 4 examines how a shift toward scientific thinking has transformed human history. In the sixteenth century, science overtook religion and philosophy as the dominant way of understanding the worldfueling imperialism and colonialism, the Industrial Revolution, and the unraveling of old social and political structures. These revolutions resulted in scientific and technological inventions ad infinitum, each new discovery both a tool and a weapon. Taking us from the sixteenth century through today, Volume 4 also looks ahead, asking how breakthroughs like artificial intelligence might transform human consciousness and the future of our species.Like the three volumes before it, this final installment in the Sapiens: A Graphic History series is an engaging, insightful, and colorful retelling of the story of humankind for curious minds of all ages. Once again, Yuval Noah Harari, David Vandermeulen, and Daniel Casanave present the complicated story of humankind with wit, empathy, and originality. This final volume can be browsed through on its own or read in sequence with the previous books.

A story of Silicon Valley dreams and hubrisand the gap between so-called visionary thinking and its effects on our lives.The Time Lords tells the story of how Amazon founder Jeff Bezos and a secretive group of San Francisco tech founders have committed over two decades and $42 million building a monumental clock designed to tick for 10,000 years hidden in a Texas mountain.The Clock of the Long Now, as it is called, was conceived in the 1990s, a time of utopian hopes about the power of the emerging internet, excitement about the wealth creation it promised, and anxieties about the frenetic pace and unknown effects of this major technological shift. Amongst the tech and cultural visionaries who conceived of it and began to work to make it a reality-- Danny Hillis, Stewart Brand, and Jeff Bezos prominently among them--it was meant to inspire long-term global problem solving, thinking and action that would affect the long term trajectory of human civilization itself.Meanwhile, the tech world that produced Bezos and the clock began driving unprecedented economic inequality and gentrification, while spreading online hate and conspiracies. And despite his multi-billion dollar climate philanthropies, Bezos came to hold an equally grim vision of Earth as a tapped-out planet in need of a space frontier for human life to continue.Against this backdrop, a clock designed to give long-term hope seemed like a cruel joke. The billionaire behind it funded climate work while working with fossil fuel companies and trying to escape the Earth. He pushed the long-term view, while grinding workers to the bone to keep up with warehouse robots. The Time Lords takes readers from the counter-culture infused origins of Silicon Valley culture, to the workshops of San Francisco and to Bezoss Texas ranch, using the tale of the clock to expose the glaring contradictions within both Silicon Valleys attempts to save the world and capitalism itself.

The science behind sounds influence on user perception and emotionand how to design, evaluate, and enhance sound-driven experiences across diverse products and interfaces.Most user experience (UX) research prioritizes what users see and touchbut what about what they hear? Sound is a powerful, often overlooked layer of user experience, shaping perception, emotion, and behavior in ways users may not even realize. In Sonic UX, KC Collins offers UX researchersboth practitioners and academicsa comprehensive introduction to understanding how sound influences a users product perceptions, emotion and cognition.The book delves into sounds role in user experience research as an element of sensory design, exploring the unique challenges posed by sound in product design. Drawing on decades of consulting and research in sound, the book answers what questions UX researchers should be asking when it comes to sound, along with how to approach testing these questionsfrom the importance of testing locations to the technologies and methods used. Backed by the latest scientific studies and sensory research, the book details the many factors influencing the ways sound influences emotional and perceptual responses to software and hardware products, advertising and branding, and even product packaging.

How the human voice must be understood, framed, and transformed to fit the conceptual formats required for artificial intelligence.What does it mean to know a voice, and how is that knowledge troubled through attempts to measure, analyze, and generate it? In Machine Voices, Edward Kang explores the sonic beliefs and practices that orbit voice AI technologies. He resists the paralysis of the increasingly ambiguous term artificial intelligence and examines it as a cultural hypothesis of human capability. Similar to how computer vision models inherit a limited belief of how humans see, or how LLMs employ a narrow proposition about what language is, voice AI systems invoke a thesis of how humans listen and speak.Kang offers the machine voice as a critical frame for understanding how the human voice is made commensurate with the mechanical formats required for artificial intelligence. In so doing, Kang not only presents new analytical frames to understand voice AI technologies and the economic, social, and cultural forces underlying their construction, but also pushes the boundaries of voice and listening in ways with which we have not yet contended.

How systems thinking underpinned some of the most significant cultural activity between the mid-1960s and early 1980s in the Americas and Europe.Arts of Control argues that much of the new artistic, critical, and curatorial activity between the mid-1960s and early 1980s was propelled by a fascination with the Cold War sciences of control. Christopher Williams-Wynn reveals the breadth, depth, and variation of cultural encounters with the sciences of controlshorthand for the related disciplines of cybernetics, systems theory, and information theorythat underwrote a widespread turn to systems thinking across institutions and disciplines, from biology to economics. Defining the arts of control as those forms of practice that internalized the metaphors, methods, and models of systems thinking, this book shows that the central problem was the very way in which connections themselves were framed and understood.Drawing on original archival research conducted in six countries, the book is structured around four key concepts from systems theoryboundaries, environments, relations, and elementsand focuses on Argentina, East Germany, the United Kingdom, and the United States. Williams-Wynn closely examines work by Jack Burnham, Stephen Willats, Luis Benedit, Ruth Wolf-Rehfeldt, and others. Working at different scales, each chapter reveals how these artists and critics mobilized systems thinking to reflect on political, technological, and social shifts via a range of media, from prints and sculptures to participatory projects and mail art.

How computer models became fundamental to political practicefrom winning elections to global affairsand how we imagine political futures as a computing problem.For more than six decades, the public has been promised that computers will revolutionize politics, both nationally and internationally. In SimPolitics, Fenwick McKelvey traces the entwined history of politics and computers from the 1960s to the late 1980s. He shows how programmers, consultants, academics, political scientists, and peace activists all workedsometimes in tandem, sometimes notto build simulations to win campaigns, predict coups, forecast the future, and render politics as legible as a spreadsheet.Drawing on novel archival and historical research, McKelvey recounts the history of efforts to simulate politics by building models of elections, voters, and international relations. Comparing attempts in the United States to simulate domestic electoral politics and international affairs, he reveals the unexamined connections and conflicts between the two projects. His book provides a helpful guide to taking stock of exaggerated claims that AI and technology will fix politics, while presenting the long history of such promised technological fixes.

How statistical invariances will help us build AI systems exhibiting human-like performance by following human-like strategies.Current machine learning systems crumble when the distributions of training and testing examples differ in spurious correlations. This is a major roadblock toward the development of advanced machine intelligence, which demands not only human-like performance but the deployment of human-like strategies. The prevalent approach in AI, fixated on recklessly minimizing average training error, falls short in producing AI systems capable of authentic out-of-distribution generalization. This book introduces the Invariance Principle, a new epistemological tool to unearth correlations invariant across diverse collections of empirical data.The Invariance Principle, encapsulated in the axiom frame your problem so its answer matches across circumstances," will not only find its practical incarnation in the family of Invariant Risk Minimization algorithms, but also illuminate our understanding of causation. It will permeate topics such as environment discovery, large-language models, self-supervised learning, mixing data augmentation, uncertainty estimation, and fairness. The author argues that the Invariance Principle is a central inductive bias fueling advances across fields of knowledge, such as physics, metaphysics, and cognitive science.The final chapter includes personal examples of how invariance has shaped the authors understanding of his own subjective experience, as well as how he has interpreted both Eastern and Western philosophical traditions.

A principle-driven textbook that teaches students and practitioners to reason quantitatively about machine learning systems, from data pipelines to deployment.Machine learning has crossed from research into engineering practice, yet the field lacks a comprehensive treatment of principles, vocabulary, and quantitative reasoning tools. Filling that gap, this innovative textbook treats machine learning systems not as a collection of tools and frameworks, but as an engineering discipline governed by physical constraints. Introduction to Machine Learning Systems develops quantitative frameworks that decompose system performance into measurable components, giving readers the ability to diagnose bottlenecks, predict trade-offs, and design systems that workby reasoning from first principles, not recipes. Organized in four partsFoundations, Build, Optimize, and Deploythe book covers the complete ML systems lifecycle: data engineering, neural network computation and architectures, framework internals, training infrastructure, data selection, model compression, hardware acceleration, benchmarking, serving systems, ML operations, and responsible engineering including fairness, privacy, security, and sustainability. The scope encompasses systems from embedded devices to cloud-based accelerators on a single compute node, the fundamental unit of ML computation and the prerequisite for everything built on top of it. Develops quantitative reasoning tools that let readers diagnose system bottlenecks and predict trade-offs Covers the full ML systems lifecycle end-to-end, from data pipelines through training, optimization, deployment, and operations Teaches enduring principles rather than current tools Treats fairness, privacy, security, and environmental sustainability as engineering problems with measurable solutions Features rich pedagogy including learning objectives, self-check questions, worked calculations, and real-world production failure case studies Is based on the authors popular Harvard course and the TinyML edX program Offers interactive labs, lecture slides, and the companion TinyTorch educational framework