Lightning Strike

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Author :
Publisher : Simon and Schuster
ISBN 13 : 1982128704
Total Pages : 400 pages
Book Rating : 4.9/5 (821 download)

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Book Synopsis Lightning Strike by : William Kent Krueger

Download or read book Lightning Strike written by William Kent Krueger and published by Simon and Schuster. This book was released on 2021-08-24 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: An instant New York Times bestseller, this prequel to the acclaimed Cork O’Connor series is “a pitch perfect, richly imagined story that is both an edge-of-your-seat thriller and an evocative, emotionally charged coming-of-age tale” (Kristin Hannah, #1 New York Times bestselling author) about fathers and sons, small-town conflicts, and the events that shape our lives forever. Aurora is a small town nestled in the ancient forest alongside the shores of Minnesota’s Iron Lake. In the summer of 1963, it is the whole world to twelve-year-old Cork O’Connor, its rhythms as familiar as his own heartbeat. But when Cork stumbles upon the body of a man he revered hanging from a tree in an abandoned logging camp, it is the first in a series of events that will cause him to question everything he took for granted about his hometown, his family, and himself. Cork’s father, Liam O’Connor, is Aurora’s sheriff and it is his job to confirm that the man’s death was the result of suicide, as all the evidence suggests. In the shadow of his father’s official investigation, Cork begins to look for answers on his own. Together, father and son face the ultimate test of choosing between what their heads tell them is true and what their hearts know is right. In this “brilliant achievement, and one every crime reader and writer needs to celebrate” (Louise Penny, #1 New York Times bestselling author), beloved novelist William Kent Krueger shows that some mysteries can be solved even as others surpass our understanding.

Blindness and Insight

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Author :
Publisher : Routledge
ISBN 13 : 113585503X
Total Pages : 287 pages
Book Rating : 4.1/5 (358 download)

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Book Synopsis Blindness and Insight by : Paul de Man

Download or read book Blindness and Insight written by Paul de Man and published by Routledge. This book was released on 2013-10-28 with total page 287 pages. Available in PDF, EPUB and Kindle. Book excerpt: In Blindness and Insight , de Man examines several critics and finds in their writings a gap between their statements about the nature of literature and the results of their practical criticism. Not only are the critics unaware of this gap, says de Man, but their blindness to it often leads to some of their most valuable insights. The central issue of de Man's work is the rhetorical constitution of the text, and this book, with its new introduction by Wlad Godzich and five additional essays by de Man, is meant to challenge readers to a new appreciation of their chosen task as readers of literature. Included in this new edition are the original essays on Binswanger, Poulet, Lukas, Blanchot, the New Critics, and Derrida's `of Grammatology', as well as five more: `The Rhetoric of Temporality', `The Dead-End of Formalist Criticism', `Heidegger's Exegesis of Holderlin', a review of Bloom's `Anxiety of Influence, and `Literature and Language'.

Lightning Flowers

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Author :
Publisher : Little, Brown Spark
ISBN 13 : 0316450359
Total Pages : 281 pages
Book Rating : 4.3/5 (164 download)

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Book Synopsis Lightning Flowers by : Katherine E. Standefer

Download or read book Lightning Flowers written by Katherine E. Standefer and published by Little, Brown Spark. This book was released on 2020-11-10 with total page 281 pages. Available in PDF, EPUB and Kindle. Book excerpt: This "utterly spectacular" book weighs the impact modern medical technology has had on the author's life against the social and environmental costs inevitably incurred by the mining that makes such innovation possible (Rachel Louise Snyder, author of No Visible Bruises). What if a lifesaving medical device causes loss of life along its supply chain? That's the question Katherine E. Standefer finds herself asking one night after being suddenly shocked by her implanted cardiac defibrillator. In this gripping, intimate memoir about health, illness, and the invisible reverberating effects of our medical system, Standefer recounts the astonishing true story of the rare diagnosis that upended her rugged life in the mountains of Wyoming and sent her tumbling into a fraught maze of cardiology units, dramatic surgeries, and slow, painful recoveries. As her life increasingly comes to revolve around the internal defibrillator freshly wired into her heart, she becomes consumed with questions about the supply chain that allows such an ostensibly miraculous device to exist. So she sets out to trace its materials back to their roots. From the sterile labs of a medical device manufacturer in southern California to the tantalum and tin mines seized by armed groups in the Democratic Republic of the Congo to a nickel and cobalt mine carved out of endemic Madagascar jungle, Lightning Flowers takes us on a global reckoning with the social and environmental costs of a technology that promises to be lifesaving but is, in fact, much more complicated. Deeply personal and sharply reported, Lightning Flowers takes a hard look at technological mythos, healthcare, and our cultural relationship to medical technology, raising important questions about our obligations to one another, and the cost of saving one life.

Thunder & Lightning

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Author :
Publisher : Random House
ISBN 13 : 0679644725
Total Pages : 275 pages
Book Rating : 4.6/5 (796 download)

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Book Synopsis Thunder & Lightning by : Lauren Redniss

Download or read book Thunder & Lightning written by Lauren Redniss and published by Random House. This book was released on 2015-10-27 with total page 275 pages. Available in PDF, EPUB and Kindle. Book excerpt: Note: This eBook file contains many richly detailed full-color images and makes use of unconventional page layouts. Because of this, readers will be required to zoom in on each page to read the text and see the finer detail of the artwork. [It has not been optimized for devices that display only in black and white.] From the National Book Award finalist Lauren Redniss, author of Radioactive, comes a dazzling fusion of storytelling, visual art, and reportage that grapples with weather in all its dimensions: its danger and its beauty, why it happens and what it means. WINNER OF THE PEN/E. O. WILSON LITERARY SCIENCE WRITING AWARD • NAMED ONE OF THE BEST BOOKS OF THE YEAR BY SAN FRANCISCO CHRONICLE, KIRKUS REVIEWS, AND SHELF AWARENESS Weather is the very air we breathe—it shapes our daily lives and alters the course of history. In Thunder & Lightning, Lauren Redniss tells the story of weather and humankind through the ages. This wide-ranging work roams from the driest desert on earth to a frigid island in the Arctic, from the Biblical flood to the defeat of the Spanish Armada. Redniss visits the headquarters of the National Weather Service, recounts top-secret rainmaking operations during the Vietnam War, and examines the economic impact of disasters like Hurricane Katrina. Drawing on extensive research and countless interviews, she examines our own day and age, from our most personal decisions—Do I need an umbrella today?—to the awesome challenges we face with global climate change. Redniss produced each element of Thunder & Lightning: the text, the artwork, the covers, and every page in between. She created many of the images using the antiquated printmaking technique copper plate photogravure etching. She even designed the book’s typeface. The result is a book unlike any other: a spellbinding combination of storytelling, art, and science. Praise for Thunder & Lightning “[An] aesthetically charged and deeply researched account . . . a wild rainstorm of a book, pelting the reader with ideas and inspiration.”—Nature “A gorgeous and illuminating illustrated study of weather in all its tempestuous variety . . . Redniss’s combo of fact, folklore, and vibrant etched copperplate prints enthralls.”—O: The Oprah Magazine “Eerily beautiful . . . Contains plenty of scientific explanation (including more than a few nods toward global warming), but also far-flung personal stories that illuminate the beauty, wonder and chaos inherent in the elements.”—The New York Times “Magical . . . Redniss has . . . shown us how human beings live with nature—fighting, coexisting, taming, predicting via leech barometer and radar and intuition.”—The New York Times Book Review “[A] twenty-first-century genius . . . The reader willing to put herself fully in Redniss’s hands will be rewarded with a delicious feeling of being enveloped by a phenomenon that eclipses the chiming trivialities of daily life.”—Elle “Redniss is one of the most creative science writers of our time—her combination of beautiful artwork, reporting, and poetic prose brings science to life in ways that words alone simply cannot.”—Rebecca Skloot “Redniss combines her own dual punch of expressive art and impressive erudition to give an entirely new take on all that happens above our heads.”—Adam Gopnik “A strange and wonderful thing, the work of a first-class mind that refuses to submit to any categories or precedent.”—Dave Eggers

Mastering the Lightning Network

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Author :
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 149205481X
Total Pages : 466 pages
Book Rating : 4.4/5 (92 download)

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Book Synopsis Mastering the Lightning Network by : Andreas M. Antonopoulos

Download or read book Mastering the Lightning Network written by Andreas M. Antonopoulos and published by "O'Reilly Media, Inc.". This book was released on 2021-11-22 with total page 466 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Lightning Network (LN) is a rapidly growing second-layer payment protocol that works on top of Bitcoin to provide near-instantaneous transactions between two parties. With this practical guide, authors Andreas M. Antonopoulos, Olaoluwa Osuntokun, and Rene Pickhardt explain how this advancement will enable the next level of scale for Bitcoin, increasing speed and privacy while reducing fees. Ideal for developers, systems architects, investors, and entrepreneurs looking to gain a better understanding of LN, this book demonstrates why experts consider LN a critical solution to Bitcoin's scalability problem. You'll learn how LN has the potential to support far more transactions than today's financial networks. This book examines: How the Lightning Network addresses the challenge of blockchain scaling The Basis of Lightning Technology (BOLT) standards documents The five layers of the Lightning Network Protocol Suite LN basics, including wallets, nodes, and how to operate one Lightning payment channels, onion routing, and gossip protocol Finding paths across payment channels to transport Bitcoin off-chain from sender to recipient

The Power of Insight

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Author :
Publisher : Cosimo, Inc.
ISBN 13 : 1616406305
Total Pages : 117 pages
Book Rating : 4.6/5 (164 download)

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Book Synopsis The Power of Insight by : Ingrid Spronck

Download or read book The Power of Insight written by Ingrid Spronck and published by Cosimo, Inc.. This book was released on with total page 117 pages. Available in PDF, EPUB and Kindle. Book excerpt: Top leaders must have vision -- "aha" moments when one sees clearly. But can these flashes of breakthrough thinking be created? And can they be turned into tangible results? In THE POWER OF INSIGHT, you will learn how to develop the ability to see in a new way and then act on your vision. You'll discover how to connect your reason and emotions while integrating clarity and soul into your strategy. You'll overcome apathy and anxiety, create change, and inspire others. You'll become a leader.

The Dream Dictionary for Beginners: A Practical Guide to Understanding Your Dreams

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Author :
Publisher : BLKDOG Publishing
ISBN 13 :
Total Pages : 148 pages
Book Rating : 4./5 ( download)

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Book Synopsis The Dream Dictionary for Beginners: A Practical Guide to Understanding Your Dreams by : Isobel Chaucer

Download or read book The Dream Dictionary for Beginners: A Practical Guide to Understanding Your Dreams written by Isobel Chaucer and published by BLKDOG Publishing. This book was released on 2024-09-29 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unlock the mysteries of your subconscious with The Dream Dictionary for Beginners: A Practical Guide to Understanding Your Dreams. This comprehensive guide offers clear, insightful interpretations of both common and unusual dream symbols, helping you uncover the messages your mind is sending while you sleep. Whether you're dreaming of flying, falling, or something more obscure, this book will guide you in understanding the deeper meanings behind your nightly visions. Designed for dreamers of all levels, this book combines psychological and spiritual insights to provide a well-rounded approach to dream interpretation. With easy-to-navigate A-Z chapters, practical tips for enhancing dream recall, and thoughtful advice on how to use your dreams for personal growth, this friendly guide is your perfect companion for exploring the fascinating world of dreams.

Language, Feeling, and the Brain

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Author :
Publisher : Routledge
ISBN 13 : 1351509799
Total Pages : 221 pages
Book Rating : 4.3/5 (515 download)

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Book Synopsis Language, Feeling, and the Brain by : Daniel Shanahan

Download or read book Language, Feeling, and the Brain written by Daniel Shanahan and published by Routledge. This book was released on 2017-09-08 with total page 221 pages. Available in PDF, EPUB and Kindle. Book excerpt: Linguistic theory since the Cognitive Revolution has fol- lowed one of the premises of that revolution by largely sidelining the issue of emotions and concentrating on those aspects of language that are more strictly cognitive. However, during the last ten years research in cognitive science, especially in neuropsychology, has begun to fill in the gaps left by the exclusion of emotions from cognitive research. The work of those like Oatley, Zajonc, Damasio, and LeDoux, to name a few, has demonstrated both that it is possible to construct models of how emotions play into the workings of the psyche and that they are necessary in giving us a balanced view of the human mind. Language, Feeling, and the Brain attempts to apply the fruits of this new research in emotion to our understanding of language itself. Building on Karl Pribram's integrated model of emotions and motivations, the book takes an eclectic approach to explaining how emotions contribute to the nature of language, drawing on research done in neuropsychology, philosophy, cognitive linguistics, anthropology, and related fields. Its aim is to construct a propositional model for how the emotions may have contributed to the emergence of symbolic formation, most especially in the forms of gesture and speech, and how identifying that emotional influence sheds new light on everything we have had to say about language itself, from lexis and grammar to culture and literature.

Lightningbolt

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Author :
Publisher :
ISBN 13 : 9780345367105
Total Pages : 0 pages
Book Rating : 4.3/5 (671 download)

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Book Synopsis Lightningbolt by : Hyemeyohsts Storm

Download or read book Lightningbolt written by Hyemeyohsts Storm and published by . This book was released on 1994 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Now, in this gripping spiritual autobiography that begins where SEVEN ARROWS ends, Hyemeyohsts Storm chronicles his own life and how it has been enriched by the power and sophistication of a discipline that reaches back tens of thousands of years to the Mayans and beyond. A rich blend of spiritual adventure, lyrical beauty, profound wisdom, and love, LIGHTNINGBOLT renews our understanding of the true intelligence of our Sacred Mother Earth, and teaches that without healing of the Self there can be no healing of the world.

Too Like the Lightning

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Author :
Publisher : Tor Books
ISBN 13 : 1466858745
Total Pages : 433 pages
Book Rating : 4.4/5 (668 download)

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Book Synopsis Too Like the Lightning by : Ada Palmer

Download or read book Too Like the Lightning written by Ada Palmer and published by Tor Books. This book was released on 2016-05-10 with total page 433 pages. Available in PDF, EPUB and Kindle. Book excerpt: From the winner of the 2017 John W. Campbell Award for Best New Writer, Ada Palmer's 2017 Compton Crook Award-winning political science fiction, Too Like the Lightning, ventures into a human future of extraordinary originality Mycroft Canner is a convict. For his crimes he is required, as is the custom of the 25th century, to wander the world being as useful as he can to all he meets. Carlyle Foster is a sensayer--a spiritual counselor in a world that has outlawed the public practice of religion, but which also knows that the inner lives of humans cannot be wished away. The world into which Mycroft and Carlyle have been born is as strange to our 21st-century eyes as ours would be to a native of the 1500s. It is a hard-won utopia built on technologically-generated abundance, and also on complex and mandatory systems of labelling all public writing and speech. What seem to us normal gender distinctions are now distinctly taboo in most social situations. And most of the world's population is affiliated with globe-girdling clans of the like-minded, whose endless economic and cultural competition is carefully managed by central planners of inestimable subtlety. To us it seems like a mad combination of heaven and hell. To them, it seems like normal life. And in this world, Mycroft and Carlyle have stumbled on the wild card that may destablize the system: the boy Bridger, who can effortlessly make his wishes come true. Who can, it would seem, bring inanimate objects to life... Terra Ignota 1. Too Like the Lightning 2. Seven Surrenders 3. The Will to Battle At the Publisher's request, this title is being sold without Digital Rights Management Software (DRM) applied.

Lightning Physics and Lightning Protection

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Author :
Publisher : CRC Press
ISBN 13 : 9781420034011
Total Pages : 344 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Lightning Physics and Lightning Protection by : Eduard M. Bazelyan

Download or read book Lightning Physics and Lightning Protection written by Eduard M. Bazelyan and published by CRC Press. This book was released on 2000-01-01 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: Lightning Physics and Lightning Protection presents a comprehensive and up-to-date review of lightning, including its hazards and protection techniques. The authors first discuss the effectiveness of conventional protective measures, supply technical advice and practical recommendations, and explore the prospects for the preventive control of a lightning leader, followed by a discussion of the initiation of a leader and return stroke and subsequent components. After including measurements useful for understanding lightning and its effects, the book describes the mechanism of lightning discharge processes. It then examines the effects of large aircraft, high-voltage lines, and other high-altitude constructions on lightning trajectory and leader attraction. The book concludes by studying the action of lightning's electrical and magnetic fields and the lightning current on industrial premises, power transmission lines, underground communications, aircraft and their electrical circuits, and the induction of a dangerous overvoltage. A clear, straightforward, and systematic presentation of complicated material, Lightning Physics and Lightning Protection provides deep insight into the physics of lightning, simple analytical estimates, and a detailed illustration of effects by computer simulation, making this resource essential for those who investigate lightning phenomena and who have to solve practical protection problems.

Understanding The Lord's Resistance Army Insurgency

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Author :
Publisher : World Scientific
ISBN 13 : 1786341468
Total Pages : 300 pages
Book Rating : 4.7/5 (863 download)

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Book Synopsis Understanding The Lord's Resistance Army Insurgency by : Adam Dolnik

Download or read book Understanding The Lord's Resistance Army Insurgency written by Adam Dolnik and published by World Scientific. This book was released on 2016-12-15 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: Understanding the Lord's Resistance Army Insurgency provides a concise overview of the LRA, which has, for almost 30 years, conducted untold atrocities across the central African nations of Uganda, Southern Sudan, the Democratic Republic of the Congo and the Central African Republic. This book examines the LRA's emergence and evolution, the ideology, strategy and tactics behind it, motivational aspects of its recruitment, its engagement in peace processes, and a detailed description of leadership and group dynamics. This work is based on a wide range of written sources and extensive interviews with individuals intimately related to the group including top LRA commanders, government sources, victims, child soldiers, abductees and wives of Joseph Kony. Moving past stories of unimaginable brutality, forced recruitment, and the group's mystical belief system, the book provides a well-grounded analysis of the different stages of the LRA's development. It demonstrates how the group represents an obscure case study that challenges many of the common assumptions about the operational dynamics of terrorist organizations.Written to fill a gap in academia in relation to African- and Christianity-based terrorism, this book is suitable for students, researchers and practitioners in political sciences, war, conflict and terrorism studies, African politics and international relations and development.

The Opening of Vision

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Author :
Publisher : Taylor & Francis
ISBN 13 : 100094140X
Total Pages : 573 pages
Book Rating : 4.0/5 (9 download)

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Book Synopsis The Opening of Vision by : David Michael Levin

Download or read book The Opening of Vision written by David Michael Levin and published by Taylor & Francis. This book was released on 2023-05-12 with total page 573 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nietzsche and Heidegger saw in modernity a time endangered by nihilism. Starting out from this interpretation, David Levin links the nihilism raging today in Western society and culture to our concrete historical experience with vision.

Fireflies, Glow-worms, and Lightning Bugs

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Author :
Publisher : University of Georgia Press
ISBN 13 : 0820348724
Total Pages : 378 pages
Book Rating : 4.8/5 (23 download)

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Book Synopsis Fireflies, Glow-worms, and Lightning Bugs by : Lynn Frierson Faust

Download or read book Fireflies, Glow-worms, and Lightning Bugs written by Lynn Frierson Faust and published by University of Georgia Press. This book was released on 2017-03-01 with total page 378 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the first comprehensive firefly guide for eastern and central North America ever published. It is written for all those who want to know more about the amazing world of lightning bugs and learn the secrets hidden in the flash patterns of the 75+ species found in the eastern and central U.S. and Canada. As an independent researcher working with numerous university teams, naturalist Lynn Frierson Faust, “The Lightning Bug Lady,” has spent decades tracking the behavior and researching the habitats of these fascinating creatures. Based on her twenty-five years of field work, this book is intended to increase understanding and appreciation of bioluminescent insects while igniting enthusiasm in a fun and informative way. Species accounts are coupled with historical background and literary epigraphs to engage and draw readers young and old into the world of these tiny sparklers. A chart documenting the flash patterns of the various species will aid in identification. Clear photos illustrate the insects’ distinguishing physical characteristics, while habitats, seasonality, and common names are provided in clear, easy-to-understand yet scientifically accurate language. The guide will be welcomed by everyone who wants to learn more about fireflies' and glow-worms' unique traits and about their fragile niche in the ecosystem. FEATURES Over 600 color photographsDetailed accounts and anatomical diagrams of 75+ species, as well as aids in distinguishing between similar speciesA first-of-its-kind flash-pattern chart that folds out on heavy-weight paper • Extensive scientific details written in an understandable and engaging wayColorful, common names—Twilight Bush Baby, Shadow Ghosts, and Snappy Syncs, and more—for easy species identification based on flash patternsTips on ideal sites and times of year for firefly watchingConservation-oriented approach

Lightning Striking

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Author :
Publisher : HarperCollins
ISBN 13 : 0062449222
Total Pages : 512 pages
Book Rating : 4.0/5 (624 download)

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Book Synopsis Lightning Striking by : Lenny Kaye

Download or read book Lightning Striking written by Lenny Kaye and published by HarperCollins. This book was released on 2022-01-11 with total page 512 pages. Available in PDF, EPUB and Kindle. Book excerpt: “We have performed side-by-side on the global stage through half a century…. In Lightning Striking, Lenny Kaye has illuminated ten facets of the jewel called rock and roll from a uniquely personal and knowledgeable perspective.” –Patti Smith An insider’s take on the evolution and enduring legacy of the music that rocked the twentieth century Memphis 1954. New Orleans 1957. Philadelphia 1959. Liverpool 1962. San Francisco 1967. Detroit 1969. New York, 1975. London 1977. Los Angeles 1984 / Norway 1993. Seattle 1991. Rock and roll was birthed in basements and garages, radio stations and dance halls, in cities where unexpected gatherings of artists and audience changed and charged the way music is heard and celebrated, capturing lightning in a bottle. Musician and writer Lenny Kaye explores ten crossroads of time and place that define rock and roll, its unforgettable flashpoints, characters, and visionaries; how each generation came to be; how it was discovered by the world. Whether describing Elvis Presley’s Memphis, the Beatles’ Liverpool, Patti Smith’s New York, or Kurt Cobain’s Seattle, Lightning Striking reveals the communal energy that creates a scene, a guided tour inside style and performance, to see who’s on stage, along with the movers and shakers, the hustlers and hangers-on--and why everybody is listening. Grandly sweeping and minutely detailed, informed by Kaye’s acclaimed knowledge and experience as a working musician, Lightning Striking is an ear-opening insight into our shared musical and cultural history, a magic carpet ride of rock and roll’s most influential movements and moments.

Understanding Innovation Through Exaptation

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Author :
Publisher : Springer Nature
ISBN 13 : 3030457842
Total Pages : 199 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Understanding Innovation Through Exaptation by : Caterina AM La Porta

Download or read book Understanding Innovation Through Exaptation written by Caterina AM La Porta and published by Springer Nature. This book was released on 2020-07-09 with total page 199 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores the role of exaptation in diverse areas of life, with examples ranging from biology to economics, social sciences and architecture. The concept of exaptation, introduced in evolutionary biology by Gould and Vrba in 1982, describes the possibility that already existing traits can be exploited for new purposes throughout the evolutionary process. Edited by three active scholars in the fields of biology, physics and economics, the book presents an interdisciplinary collection of expert viewpoints illustrating the importance of exaptation for interpreting current reality in various fields of investigation. Using the lenses of exaptation, the contributing authors show how to view the overall macroscopic landscape as comprising many disciplines, all working in unity within a single complex system. This book is the first to discuss exaptation in both hard and soft disciplines and highlights the role of this concept in understanding the birth of innovation by identifying key elements and ideas. It also offers a comprehensive guide to the emerging interdisciplinary field of exaptation, provides didactic explanations of the basic concepts, and avoids excessive jargon and heavy formalism. Its target audience includes graduate students in physics, biology, mathematics, economics, psychology and architecture; it will also appeal to established researchers in the humanities who wish to explore or enter this new science-driven interdisciplinary field.

Deep Learning with PyTorch Lightning

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Author :
Publisher : Packt Publishing Ltd
ISBN 13 : 1800569270
Total Pages : 366 pages
Book Rating : 4.8/5 (5 download)

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Book Synopsis Deep Learning with PyTorch Lightning by : Kunal Sawarkar

Download or read book Deep Learning with PyTorch Lightning written by Kunal Sawarkar and published by Packt Publishing Ltd. This book was released on 2022-04-29 with total page 366 pages. Available in PDF, EPUB and Kindle. Book excerpt: Build, train, deploy, and scale deep learning models quickly and accurately, improving your productivity using the lightweight PyTorch Wrapper Key FeaturesBecome well-versed with PyTorch Lightning architecture and learn how it can be implemented in various industry domainsSpeed up your research using PyTorch Lightning by creating new loss functions, networks, and architecturesTrain and build new algorithms for massive data using distributed trainingBook Description PyTorch Lightning lets researchers build their own Deep Learning (DL) models without having to worry about the boilerplate. With the help of this book, you'll be able to maximize productivity for DL projects while ensuring full flexibility from model formulation through to implementation. You'll take a hands-on approach to implementing PyTorch Lightning models to get up to speed in no time. You'll start by learning how to configure PyTorch Lightning on a cloud platform, understand the architectural components, and explore how they are configured to build various industry solutions. Next, you'll build a network and application from scratch and see how you can expand it based on your specific needs, beyond what the framework can provide. The book also demonstrates how to implement out-of-box capabilities to build and train Self-Supervised Learning, semi-supervised learning, and time series models using PyTorch Lightning. As you advance, you'll discover how generative adversarial networks (GANs) work. Finally, you'll work with deployment-ready applications, focusing on faster performance and scaling, model scoring on massive volumes of data, and model debugging. By the end of this PyTorch book, you'll have developed the knowledge and skills necessary to build and deploy your own scalable DL applications using PyTorch Lightning. What you will learnCustomize models that are built for different datasets, model architectures, and optimizersUnderstand how a variety of Deep Learning models from image recognition and time series to GANs, semi-supervised and self-supervised models can be builtUse out-of-the-box model architectures and pre-trained models using transfer learningRun and tune DL models in a multi-GPU environment using mixed-mode precisionsExplore techniques for model scoring on massive workloadsDiscover troubleshooting techniques while debugging DL modelsWho this book is for This deep learning book is for citizen data scientists and expert data scientists transitioning from other frameworks to PyTorch Lightning. This book will also be useful for deep learning researchers who are just getting started with coding for deep learning models using PyTorch Lightning. Working knowledge of Python programming and an intermediate-level understanding of statistics and deep learning fundamentals is expected.