Deep Learning with PyTorch

Deep Learning with PyTorch Pdf

Deep Learning with PyTorch

Author:

Publisher: Simon and Schuster

ISBN: 1638354073

Genre: Computers

Page: 520

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Book Summary: “We finally have the definitive treatise on PyTorch! It covers the basics and abstractions in great detail. I hope this book becomes your extended reference document.” —Soumith Chintala, co-creator of PyTorch Key Features Written by PyTorch’s creator and key contributors Develop deep learning models in a familiar Pythonic way Use PyTorch to build an image classifier for cancer detection Diagnose problems with your neural network and improve training with data augmentation Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About The Book Every other day we hear about new ways to put deep learning to good use: improved medical imaging, accurate credit card fraud detection, long range weather forecasting, and more. PyTorch puts these superpowers in your hands. Instantly familiar to anyone who knows Python data tools like NumPy and Scikit-learn, PyTorch simplifies deep learning without sacrificing advanced features. It’s great for building quick models, and it scales smoothly from laptop to enterprise. Deep Learning with PyTorch teaches you to create deep learning and neural network systems with PyTorch. This practical book gets you to work right away building a tumor image classifier from scratch. After covering the basics, you’ll learn best practices for the entire deep learning pipeline, tackling advanced projects as your PyTorch skills become more sophisticated. All code samples are easy to explore in downloadable Jupyter notebooks. What You Will Learn Understanding deep learning data structures such as tensors and neural networks Best practices for the PyTorch Tensor API, loading data in Python, and visualizing results Implementing modules and loss functions Utilizing pretrained models from PyTorch Hub Methods for training networks with limited inputs Sifting through unreliable results to diagnose and fix problems in your neural network Improve your results with augmented data, better model architecture, and fine tuning This Book Is Written For For Python programmers with an interest in machine learning. No experience with PyTorch or other deep learning frameworks is required. About The Authors Eli Stevens has worked in Silicon Valley for the past 15 years as a software engineer, and the past 7 years as Chief Technical Officer of a startup making medical device software. Luca Antiga is co-founder and CEO of an AI engineering company located in Bergamo, Italy, and a regular contributor to PyTorch. Thomas Viehmann is a Machine Learning and PyTorch speciality trainer and consultant based in Munich, Germany and a PyTorch core developer. Table of Contents PART 1 - CORE PYTORCH 1 Introducing deep learning and the PyTorch Library 2 Pretrained networks 3 It starts with a tensor 4 Real-world data representation using tensors 5 The mechanics of learning 6 Using a neural network to fit the data 7 Telling birds from airplanes: Learning from images 8 Using convolutions to generalize PART 2 - LEARNING FROM IMAGES IN THE REAL WORLD: EARLY DETECTION OF LUNG CANCER 9 Using PyTorch to fight cancer 10 Combining data sources into a unified dataset 11 Training a classification model to detect suspected tumors 12 Improving training with metrics and augmentation 13 Using segmentation to find suspected nodules 14 End-to-end nodule analysis, and where to go next PART 3 - DEPLOYMENT 15 Deploying to production


Diary of an 8-Bit Warrior (Book 1 8-Bit Warrior series)

Diary of an 8-Bit Warrior (Book 1 8-Bit Warrior series) Pdf

Diary of an 8-Bit Warrior (Book 1 8-Bit Warrior series)

Author: Cube Kid

Publisher: Andrews McMeel Publishing

ISBN: 1449480888

Genre: Juvenile Fiction

Page: 256

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Book Summary: THESE ARE THE REAL BOOKS BY CUBE KID! DIARY OF AN 8-BIT WARRIOR WAS ORIGINALLY PUBLISHED AS WIMPY VILLAGER KINDLES 1-4. The first volume of this best-selling unofficial Minecraft adventure series begins with Runt, our 12-year-old hero, about to choose his future vocation at the Minecraftia school. His options are less than thrilling: farmer, crafter, miner. But what this noob really wants is to be a warrior like his hero, Steve. So when he learns that the five best students in school that year will get the chance to start warrior training, it’s ON.


Elon Musk and the Quest for a Fantastic Future Young Readers' Edition

Elon Musk and the Quest for a Fantastic Future Young Readers' Edition Pdf

Elon Musk and the Quest for a Fantastic Future Young Readers' Edition

Author: Ashlee Vance

Publisher: HarperCollins

ISBN: 0062463292

Genre: Juvenile Nonfiction

Page: 288

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Book Summary: An in-depth look into the extraordinary life of the world’s most important entrepreneur, Elon Musk This fascinating and easily accessible young readers’ adaptation of Ashlee Vance’s New York Times bestselling Elon Musk: Tesla, SpaceX, and the Quest for a Fantastic Future features black-and-white photographs throughout and an epilogue. The version for adults has been praised as “riveting” (The Financial Times), “spirited” (The Wall Street Journal), and “masterful” (Vice). Now younger readers can read about this innovative leader who is revolutionizing three industries at once: space, automotive, and energy. There are few people in history who could match Elon Musk’s relentless drive and vision. A modern combination of famous inventors and industrialists like Thomas Edison, Henry Ford, and Steve Jobs, Elon is the man behind companies such as SpaceX, Tesla Motors, SolarCity, and PayPal that are transforming the way we live. Written with exclusive access to Elon, his family, and his friends, this book traces Elon’s journey from a kid in South Africa to a young man in the United States, his dramatic technical inventions, and his world-changing companies. Elon has sparked new levels of innovation in the world, and this book gives young readers a detailed but fast-paced look at his story. A Junior Library Guild Selection!


Outliers

Outliers Pdf

Outliers

Author: Malcolm Gladwell

Publisher: Little, Brown

ISBN: 0316040347

Genre: Business & Economics

Page: 320

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Book Summary: From the bestselling author of The Bomber Mafia, learn what sets high achievers apart—from Bill Gates to the Beatles—in this seminal work from "a singular talent" (New York Times Book Review). In this stunning book, Malcolm Gladwell takes us on an intellectual journey through the world of "outliers"—the best and the brightest, the most famous and the most successful. He asks the question: what makes high-achievers different? His answer is that we pay too much attention to what successful people are like, and too little attention to where they are from: that is, their culture, their family, their generation, and the idiosyncratic experiences of their upbringing. Along the way he explains the secrets of software billionaires, what it takes to be a great soccer player, why Asians are good at math, and what made the Beatles the greatest rock band. Brilliant and entertaining, Outliers is a landmark work that will simultaneously delight and illuminate.


Sophie's World

Sophie's World Pdf

Sophie's World

Author: Jostein Gaarder

Publisher: Farrar, Straus and Giroux

ISBN: 1466804270

Genre: Fiction

Page: 544

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Book Summary: One day Sophie comes home from school to find two questions in her mail: "Who are you?" and "Where does the world come from?" Before she knows it she is enrolled in a correspondence course with a mysterious philosopher. Thus begins Jostein Gaarder's unique novel, which is not only a mystery, but also a complete and entertaining history of philosophy.


Paper Towns

Paper Towns Pdf

Paper Towns

Author: John Green

Publisher: Penguin

ISBN: 1101010932

Genre: Young Adult Fiction

Page: 320

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Book Summary: Winner of the Edgar Award The #1 New York Times Bestseller Publishers Weekly and USA Today Bestseller Millions of Copies Sold Quentin Jacobsen has spent a lifetime loving the magnificent Margo Roth Spiegelman from afar. So when she cracks open a window and climbs back into his life—summoning him for an ingenious campaign of revenge—he follows. When their all-nighter ends and a new day breaks, Margo has disappeared. But Q soon learns that there are clues—and they’re for him. Embarking on an exhilarating adventure to find her, the closer Q gets, the less he sees the girl he thought he knew. #1 Bestselling author of The Fault in Our Stars John Green crafts a brilliantly funny and moving coming-of-age journey about true friendship and true love.


Diary of an 8-Bit Warrior: Crafting Alliances (Book 3 8-Bit Warrior series)

Diary of an 8-Bit Warrior: Crafting Alliances (Book 3 8-Bit Warrior series) Pdf

Diary of an 8-Bit Warrior: Crafting Alliances (Book 3 8-Bit Warrior series)

Author: Cube Kid

Publisher: Andrews McMeel Publishing

ISBN: 1449483836

Genre: Juvenile Fiction

Page: 256

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Book Summary: THESE ARE THE REAL BOOKS BY CUBE KID! DIARY OF AN 8-BIT WARRIOR: CRAFTING ALLIANCES WAS ORIGINALLY PUBLISHED AS WIMPY VILLAGER KINDLES 9 & 10. Competition stiffens in book three of the 8-Bit Diary series, as Runt’s training is intensifying! After the recent mob attacks, the entire village decides to prepare for the next offensive. Fortifying the defenses, tracking down a spy, searching for new alliances . . . But Herobrine isn’t having any of it . . . Can Runt increase his efforts to be one of the five best students in school and finally become the warrior of his dreams? With the help of his friends—Breeze, Max, Emerald, and Stump—Runt will face a peril greater than anything he has ever known.


Plugged In

Plugged In Pdf

Plugged In

Author: Patti M. Valkenburg,Jessica Taylor Piotrowski

Publisher: Yale University Press

ISBN: 0300228090

Genre: Psychology

Page: 320

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Book Summary: An illuminating study of the complex relationship between children and media in the digital age Now, as never before, young people are surrounded by media—thanks to the sophistication and portability of the technology that puts it literally in the palms of their hands. Drawing on data and empirical research that cross many fields and continents, authors Valkenburg and Piotrowski examine the role of media in the lives of children from birth through adolescence, addressing the complex issues of how media affect the young and what adults can do to encourage responsible use in an age of selfies, Twitter, Facebook, and Instagram. This important study looks at both the sunny and the dark side of media use by today’s youth, including why and how their preferences change throughout childhood, whether digital gaming is harmful or helpful, the effects of placing tablets and smartphones in the hands of toddlers, the susceptibility of young people to online advertising, the legitimacy of parental concerns about media multitasking, and more.


Rules of Play

Rules of Play Pdf

Rules of Play

Author: Katie Salen Tekinbas,Eric Zimmerman

Publisher: MIT Press

ISBN: 0262299933

Genre: Computers

Page: 688

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Book Summary: An impassioned look at games and game design that offers the most ambitious framework for understanding them to date. As pop culture, games are as important as film or television—but game design has yet to develop a theoretical framework or critical vocabulary. In Rules of Play Katie Salen and Eric Zimmerman present a much-needed primer for this emerging field. They offer a unified model for looking at all kinds of games, from board games and sports to computer and video games. As active participants in game culture, the authors have written Rules of Play as a catalyst for innovation, filled with new concepts, strategies, and methodologies for creating and understanding games. Building an aesthetics of interactive systems, Salen and Zimmerman define core concepts like "play," "design," and "interactivity." They look at games through a series of eighteen "game design schemas," or conceptual frameworks, including games as systems of emergence and information, as contexts for social play, as a storytelling medium, and as sites of cultural resistance. Written for game scholars, game developers, and interactive designers, Rules of Play is a textbook, reference book, and theoretical guide. It is the first comprehensive attempt to establish a solid theoretical framework for the emerging discipline of game design.


Weapons of Math Destruction

Weapons of Math Destruction Pdf

Weapons of Math Destruction

Author: Cathy O'Neil

Publisher: Crown

ISBN: 0553418823

Genre: Political Science

Page: 288

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Book Summary: NEW YORK TIMES BESTSELLER • A former Wall Street quant sounds the alarm on Big Data and the mathematical models that threaten to rip apart our social fabric—with a new afterword “A manual for the twenty-first-century citizen . . . relevant and urgent.”—Financial Times NATIONAL BOOK AWARD LONGLIST • NAMED ONE OF THE BEST BOOKS OF THE YEAR BY The New York Times Book Review • The Boston Globe • Wired • Fortune • Kirkus Reviews • The Guardian • Nature • On Point We live in the age of the algorithm. Increasingly, the decisions that affect our lives—where we go to school, whether we can get a job or a loan, how much we pay for health insurance—are being made not by humans, but by machines. In theory, this should lead to greater fairness: Everyone is judged according to the same rules. But as mathematician and data scientist Cathy O’Neil reveals, the mathematical models being used today are unregulated and uncontestable, even when they’re wrong. Most troubling, they reinforce discrimination—propping up the lucky, punishing the downtrodden, and undermining our democracy in the process. Welcome to the dark side of Big Data.


Psychology of Intelligence Analysis

Psychology of Intelligence Analysis Pdf

Psychology of Intelligence Analysis

Author: Richards J Heuer

Publisher: Pickle Partners Publishing

ISBN: 1839743050

Genre: History

Page: 182

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Book Summary: In this seminal work, published by the C.I.A. itself, produced by Intelligence veteran Richards Heuer discusses three pivotal points. First, human minds are ill-equipped ("poorly wired") to cope effectively with both inherent and induced uncertainty. Second, increased knowledge of our inherent biases tends to be of little assistance to the analyst. And lastly, tools and techniques that apply higher levels of critical thinking can substantially improve analysis on complex problems.


The Wretched of the Earth

The Wretched of the Earth Pdf

The Wretched of the Earth

Author: Frantz Fanon

Publisher: Grove/Atlantic, Inc.

ISBN: 0802198856

Genre: Social Science

Page: 320

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Book Summary: The sixtieth anniversary edition of Frantz Fanon’s landmark text, now with a new introduction by Cornel West First published in 1961, and reissued in this sixtieth anniversary edition with a powerful new introduction by Cornel West, Frantz Fanon’s The Wretched of the Earth is a masterfuland timeless interrogation of race, colonialism, psychological trauma, and revolutionary struggle, and a continuing influence on movements from Black Lives Matter to decolonization. A landmark text for revolutionaries and activists, The Wretched of the Earth is an eternal touchstone for civil rights, anti-colonialism, psychiatric studies, and Black consciousness movements around the world. Alongside Cornel West’s introduction, the book features critical essays by Jean-Paul Sartre and Homi K. Bhabha. This sixtieth anniversary edition of Fanon’s most famous text stands proudly alongside such pillars of anti-colonialism and anti-racism as Edward Said’s Orientalism and The Autobiography of Malcolm X.


Are Prisons Obsolete?

Are Prisons Obsolete? Pdf

Are Prisons Obsolete?

Author: Angela Y. Davis

Publisher: Seven Stories Press

ISBN: 1609801040

Genre: Political Science

Page: 128

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Book Summary: With her characteristic brilliance, grace and radical audacity, Angela Y. Davis has put the case for the latest abolition movement in American life: the abolition of the prison. As she quite correctly notes, American life is replete with abolition movements, and when they were engaged in these struggles, their chances of success seemed almost unthinkable. For generations of Americans, the abolition of slavery was sheerest illusion. Similarly,the entrenched system of racial segregation seemed to last forever, and generations lived in the midst of the practice, with few predicting its passage from custom. The brutal, exploitative (dare one say lucrative?) convict-lease system that succeeded formal slavery reaped millions to southern jurisdictions (and untold miseries for tens of thousands of men, and women). Few predicted its passing from the American penal landscape. Davis expertly argues how social movements transformed these social, political and cultural institutions, and made such practices untenable. In Are Prisons Obsolete?, Professor Davis seeks to illustrate that the time for the prison is approaching an end. She argues forthrightly for "decarceration", and argues for the transformation of the society as a whole.


Mission Domination

Mission Domination Pdf

Mission Domination

Author: Boria Majumdar,Kushan Sarkar

Publisher: Simon and Schuster

ISBN: 8195131719

Genre: Sports & Recreation

Page: 240

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Book Summary: December 19 wasn't a good day for Indian cricket. No one could fathom what hit them after 36 all out in Adelaide. Summer of 42 seemed like ancient history! But then something changed and January 19 happened. Adelaide was a nightmare but Brisbane was surreal. A lot changed between 36 all out and 329/7. Everyone saw the performances but what went into putting in that kind of an effort isn't something people are aware of. What was going through Ravi Shastri's mind and what exactly was that phone call with his best buddy Bharat Arun? What did R. Sridhar tell Hanuma Vihari when he hobbled back during tea break in Sydney? And who are these players? The disappointment of Rishabh Pant before those highs, Rohit Sharma's desperation to be out there, Shardul Thakur's grit or the politics that Navdeep Saini faced in his formative years. Why Shubman Gill was always destined to play cricket? How did R. Ashwin turn the corner for one of his finest seasons? What are the tragedies and tough times that made Cheteshwar Pujara who he is today? Every moment has a story as well as a back-story where it all started for this team. Boria Majumdar and Kushan Sarkar track that journey, bringing back their life story in flesh and blood.


The Complete Sorcerer’s Ring Bundle (Books 1--17)

The Complete Sorcerer’s Ring Bundle (Books 1--17) Pdf

The Complete Sorcerer’s Ring Bundle (Books 1--17)

Author: Morgan Rice

Publisher: Morgan Rice

ISBN: 1632912457

Genre: Fiction

Page: 4000

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Book Summary: “THE SORCERER’S RING has all the ingredients for an instant success: plots, counterplots, mystery, valiant knights, and blossoming relationships replete with broken hearts, deception and betrayal. It will keep you entertained for hours, and will satisfy all ages. Recommended for the permanent library of all fantasy readers.” —Books and Movie Reviews, Roberto Mattos (regarding A Quest of Heroes) “[An] entertaining epic fantasy.” —Kirkus Reviews (regarding A Quest of Heroes) “The beginnings of something remarkable are there.” —San Francisco Book Review (regarding A Quest of Heroes) The complete bundle of ALL 17 books in Morgan Rice’s #1 Bestselling fantasy series THE SORCERER’S RING—which begins with A QUEST OF HEROES (book #1)—a free download! These 17 novels, all in one convenient file, take us through the entire cycle of the SORCERER’S RING. Over 1,000,000 words of reading, all for an incredible price, it makes a great deal and the perfect gift! With its sophisticated world-building and characterization, THE SORCERER’S RING is an epic tale of friends and lovers, of rivals and suitors, of knights and dragons, of intrigues and political machinations, of coming of age, of broken hearts, of deception, ambition and betrayal. It is a tale of honor and courage, of fate and destiny, of sorcery. It is a fantasy that brings us into a world we will never forget, and which will appeal to all ages and genders. “A spirited fantasy ….Only the beginning of what promises to be an epic young adult series.” —Midwest Book Review (regarding A Quest of Heroes) “A quick and easy read…you have to read what happens next and you don’t want to put it down.” —FantasyOnline.net (regarding A Quest of Heroes) “Action-packed …. Rice's writing is solid and the premise intriguing.” —Publishers Weekly (regarding A Quest of Heroes)


Genghis Khan and the Quest for God

Genghis Khan and the Quest for God Pdf

Genghis Khan and the Quest for God

Author: Jack Weatherford

Publisher: Penguin

ISBN: 0735221162

Genre: History

Page: 432

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Book Summary: A landmark biography by the New York Times bestselling author of Genghis Khan and the Making of the Modern World that reveals how Genghis harnessed the power of religion to rule the largest empire the world has ever known. Throughout history the world's greatest conquerors have made their mark not just on the battlefield, but in the societies they have transformed. Genghis Khan conquered by arms and bravery, but he ruled by commerce and religion. He created the world's greatest trading network and drastically lowered taxes for merchants, but he knew that if his empire was going to last, he would need something stronger and more binding than trade. He needed religion. And so, unlike the Christian, Taoist and Muslim conquerors who came before him, he gave his subjects freedom of religion. Genghis lived in the 13th century, but he struggled with many of the same problems we face today: How should one balance religious freedom with the need to reign in fanatics? Can one compel rival religions - driven by deep seated hatred--to live together in peace? A celebrated anthropologist whose bestselling Genghis Khan and the Making of the Modern World radically transformed our understanding of the Mongols and their legacy, Jack Weatherford has spent eighteen years exploring areas of Mongolia closed until the fall of the Soviet Union and researching The Secret History of the Mongols, an astonishing document written in code that was only recently discovered. He pored through archives and found groundbreaking evidence of Genghis's influence on the founding fathers and his essential impact on Thomas Jefferson. Genghis Khan and the Quest for God is a masterpiece of erudition and insight, his most personal and resonant work.


The Healing of America

The Healing of America Pdf

The Healing of America

Author: T. R. Reid

Publisher: Penguin

ISBN: 1101458992

Genre: Health & Fitness

Page: 304

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Book Summary: A New York Times Bestseller, with an updated explanation of the 2010 Health Reform Bill Bringing to bear his talent for explaining complex issues in a clear, engaging way, New York Times bestselling author T. R. Reid visits industrialized democracies around the world--France, Britain, Germany, Japan, and beyond--to provide a revelatory tour of successful, affordable universal health care systems. Now updated with new statistics and a plain-English explanation of the 2010 health care reform bill, The Healing of America is required reading for all those hoping to understand the state of health care in our country, and around the world.


Applications in Electronics Pervading Industry, Environment and Society

Applications in Electronics Pervading Industry, Environment and Society Pdf

Applications in Electronics Pervading Industry, Environment and Society

Author: Alessandro De Gloria

Publisher: Springer

ISBN: 3319043706

Genre: Technology & Engineering

Page: 170

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Book Summary: This book provides a thorough overview of cutting-edge research on electronics applications relevant to industry, the environment and society at large. A wide spectrum of application domains are covered, from automotive to space and from health to security and special attention is devoted to the use of embedded devices and sensors for imaging, communication and control. The book is based on the 2013 APPLEPIES Conference, held in Rome, which brought together researchers and stakeholders to consider the most significant current trends in the field of applied electronics and to debate visions for the future. Areas covered by the conference included information communication technology, biotechnology and biomedical imaging, space, secure, clean and efficient energy, the environment, smart, green and integrated transport. As electronics technology continues to develop apace, constantly meeting previously unthinkable targets, further attention needs to be directed toward the electronics applications and the development of systems that facilitate human activities. This book, written by industrial and academic professionals, will hopefully contribute in this endeavor.


CBSE Chapterwise Objective MCQs Book for Class 10 Term I Exam

CBSE Chapterwise Objective MCQs Book for Class 10 Term I Exam Pdf

CBSE Chapterwise Objective MCQs Book for Class 10 Term I Exam

Author: Gurukul

Publisher: Gurukul Books & Packaging

ISBN: 9391184073

Genre: Education

Page: 376

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Book Summary: Score and Prepare well in the 10th Class Board Examination with Gurukul’s newly introduced CBSE Chapterwise Objective MCQs for Term I Exam.This practice book Includes all subject papers such as Hindi A & B, English, Mathematics, Science, and Social Science. How can you benefit from Gurukul CBSE Chapterwise Objective MCQs for 10th Class? Our Comprehensive Handbook Includes questions segregated chapter wise which enable Class 10 CBSE students’ to concentrate properly on one chapter at a time.It is strictly based on the reduced syllabus issued by the board on July 24, 2021 for the Term I & II Examination for in-depth preparation of 2022 Board Examinations. 1. Based solely on the CBSE's Special Assessment Scheme for the Board Examination – (Term I & Term II) 2021-22, released on July 5, 2021 2. Focused on New Objective Paper Pattern Questions 3. Multiple Choice Questions (MCQs) based on the board's most recent typologies of the objective type questions: a. Stand-Alone MCQs b. Assertion-Reason based questions c. MCQs with a case study 4. Questions included from the official CBSE Question Bank, issued in April 2021 5. NCERT & NCERT Exemplar questions provided 6. 3000+ New Chapter-wise Questions included for practice 7. Detailed Explanations given for better understanding 8. Recent Years board objective questions 9. Chapter Summary for Easy & Quick Revision 10. Periodic tests included for self evaluation


Technology Transfer and International Production

Technology Transfer and International Production Pdf

Technology Transfer and International Production

Author: Jin W. Cyhn

Publisher: Edward Elgar Publishing

ISBN: 9781782542254

Genre: Business & Economics

Page: 317

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Book Summary: "This book analyses the technology development efforts of Korea's electronics industry (the country's largest exporter). It asks how the Korean electronics industry was able to develop, both in terms of production and technology, despite low inflows of licensing and foreign direct investments. The books argues that the key to its spectacular growth has been through its participation and learning from an inter-firm arrangement called original equipment manufacturing arrangement (OEM). A number of firm-level case studies on the Korean electronics industry support this argument. The role of the government, especially related to its technology policy, has also been analysed. The government was effective in providing financial incentives for the firms' technological upgrading efforts, but its supplying of direct technological assistance had limited success. Overall, this book argues that contrary to many previous studies, the role of multinational enterprises has been significant in the development of Korea's electronics industry, and that they have acted as a 'technological tutor' for Korea through OEM"--P. xiv.tributors, world 0̲.