Quand la machine apprend

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Author :
Publisher : Odile Jacob
ISBN 13 : 2738149324
Total Pages : 382 pages
Book Rating : 4.7/5 (381 download)

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Book Synopsis Quand la machine apprend by : Yann Le Cun

Download or read book Quand la machine apprend written by Yann Le Cun and published by Odile Jacob. This book was released on 2019-10-16 with total page 382 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nous vivons une révolution inouïe, inimaginable il y a encore cinquante ans, celle de la machine qui apprend, et qui apprend par elle-même. Au lieu d’exécuter les ordres d’un programme, la machine peut désormais acquérir par elle-même, par l’expérience, les capacités nécessaires pour accomplir les tâches qui lui sont assignées, y compris celles que l’on croyait réservées à l’humain. Les applications sont immenses : reconnaissance des formes, des voix, des images et des visages, voiture autonome, traduction de centaines de langues, détection des tumeurs dans les images médicales... Yann Le Cun est à l’origine de cette révolution. Il est en effet l’un des inventeurs de l’apprentissage profond, le deep learning, qui caractérise un réseau de neurones artificiels dont l’architecture et le fonctionnement s’inspirent du cerveau. C’est à la naissance de cette nouvelle forme d’intelligence, à l’émergence d’un système quasiment auto-organisateur, que nous convie Yann Le Cun. Un livre qui évoque la démarche intellectuelle d’un inventeur au carrefour de l’informatique et des neurosciences. Un livre qui éclaire l’avenir de l’intelligence artificielle, ses enjeux, ses promesses et ses risques. Un livre passionnant, clair et accessible, qui nous fait pénétrer au cœur de la machine et nous fait découvrir un nouveau monde fascinant, qui est déjà le nôtre. Yann Le Cun, lauréat du prix Turing, est professeur à New York University et dirige la recherche fondamentale chez Facebook.

Quand la machine apprend

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Author :
Publisher :
ISBN 13 : 9782738149312
Total Pages : 394 pages
Book Rating : 4.1/5 (493 download)

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Book Synopsis Quand la machine apprend by : Yann Le Cun

Download or read book Quand la machine apprend written by Yann Le Cun and published by . This book was released on 2019-10-16 with total page 394 pages. Available in PDF, EPUB and Kindle. Book excerpt: La 4e de couverture indique : "Nous vivons une révolution inouïe, inimaginable il y a encore cinquante ans, celle de la machine qui apprend, et qui apprend par elle-même. Au lieu d'exécuter les ordres d'un programme, la machine peut désormais acquérir par elle-même, par l'expérience, les capacités nécessaires pour accomplir les tâches qui lui sont assignées, y compris celles que l'on croyait réservées à l'humain. Les applications sont immenses : reconnaissance des formes, des voix, des images et des visages, voiture autonome, traduction de centaines de langues, détection des tumeurs dans les images médicales... Yann Le Cun est à l'origine de cette révolution. Il est en effet l'un des inventeurs de l'apprentissage profond, le deep learning, qui caractérise un réseau de neurones artificiels dont l'architecture et le fonctionnement s'inspirent du cerveau. C'est à la naissance de cette nouvelle forme d'intelligence, à l'émergence d'un système quasiment auto-organisateur, que nous convie Yan Le Cun. Un livre qui évoque la démarche intellectuelle d'un inventeur au carrefour de l'informatique et des neurosciences. Un livre qui éclaire l'avenir de l'intelligence artificielle, ses enjeux, ses promesses et ses risques. Un livre passionnant, clair et accessible, qui nous fait pénétrer au coeur de la machine et nous fait découvrir un nouveau monde fascinant, qui est déjà le nôtre."

The Inglorious Years

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Author :
Publisher : Princeton University Press
ISBN 13 : 0691206155
Total Pages : 190 pages
Book Rating : 4.6/5 (912 download)

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Book Synopsis The Inglorious Years by : Daniel Cohen

Download or read book The Inglorious Years written by Daniel Cohen and published by Princeton University Press. This book was released on 2021-05-18 with total page 190 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book describes how today's postindustrial society is transforming us all into sequences of data that can be manipulated by algorithms from anywhere on the planet. As yesterday's assembly line was replaced by working online, the leftist protests of the 1960s have given way to angry protests by the populist right. The author demonstrates how the digital economy creates the same mix of promises and disappointments as the old industrial order, and how it revives questions about society that are as relevant to us today as they were to the ancients

How Data Happened: A History from the Age of Reason to the Age of Algorithms

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Author :
Publisher : W. W. Norton & Company
ISBN 13 : 1324006749
Total Pages : 289 pages
Book Rating : 4.3/5 (24 download)

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Book Synopsis How Data Happened: A History from the Age of Reason to the Age of Algorithms by : Chris Wiggins

Download or read book How Data Happened: A History from the Age of Reason to the Age of Algorithms written by Chris Wiggins and published by W. W. Norton & Company. This book was released on 2023-03-21 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: “Fascinating.” —Jill Lepore, The New Yorker A sweeping history of data and its technical, political, and ethical impact on our world. From facial recognition—capable of checking people into flights or identifying undocumented residents—to automated decision systems that inform who gets loans and who receives bail, each of us moves through a world determined by data-empowered algorithms. But these technologies didn’t just appear: they are part of a history that goes back centuries, from the census enshrined in the US Constitution to the birth of eugenics in Victorian Britain to the development of Google search. Expanding on the popular course they created at Columbia University, Chris Wiggins and Matthew L. Jones illuminate the ways in which data has long been used as a tool and a weapon in arguing for what is true, as well as a means of rearranging or defending power. They explore how data was created and curated, as well as how new mathematical and computational techniques developed to contend with that data serve to shape people, ideas, society, military operations, and economies. Although technology and mathematics are at its heart, the story of data ultimately concerns an unstable game among states, corporations, and people. How were new technical and scientific capabilities developed; who supported, advanced, or funded these capabilities or transitions; and how did they change who could do what, from what, and to whom? Wiggins and Jones focus on these questions as they trace data’s historical arc, and look to the future. By understanding the trajectory of data—where it has been and where it might yet go—Wiggins and Jones argue that we can understand how to bend it to ends that we collectively choose, with intentionality and purpose.

Digital Dictionary

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Publisher : John Wiley & Sons
ISBN 13 : 178630788X
Total Pages : 388 pages
Book Rating : 4.7/5 (863 download)

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Book Synopsis Digital Dictionary by : Marie Cauli

Download or read book Digital Dictionary written by Marie Cauli and published by John Wiley & Sons. This book was released on 2022-09-21 with total page 388 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Digital age", "digital society", “digital civilization”: many expressions are used to describe the major cultural transformation of our contemporary societies. Digital Dictionary presents the multiple facets of this phenomenon, which was born of computers and continues to permeate all human activity as it progresses at a rapid pace. In this multidisciplinary work, experts, academics and practitioners invite us to discover the digital world from various technological and societal perspectives. In this book, citizens, trainers, political leaders or association members, students and users will find a base of knowledge that will allow them to update their understanding and become stakeholders in current societal changes.

The Algorithmic Unconscious

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Author :
Publisher : Routledge
ISBN 13 : 1000345351
Total Pages : 210 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis The Algorithmic Unconscious by : Luca M. Possati

Download or read book The Algorithmic Unconscious written by Luca M. Possati and published by Routledge. This book was released on 2021-02-25 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book applies the concepts and methods of psychoanalysis to the study of artificial intelligence (AI) and human–AI interaction. It develops a new, more fruitful approach for applying psychoanalysis to AI and machine behavior. It appeals to a broad range of scholars: philosophers working on psychoanalysis, technology, AI ethics, and cognitive sciences, psychoanalysts, psychologists, and computer scientists. The book is divided into four parts. The first part (Chapter 1) analyzes the concept of "machine behavior." The second part (Chapter 2) develops a reinterpretation of some fundamental Freudian and Lacanian concepts through Bruno Latour’s actor-network theory. The third part (Chapters 3 and 4) focuses on the nature and structure of the algorithmic unconscious. The author claims that the unconscious roots of AI lie in a form of projective identification, i.e., an emotional and imaginative exchange between humans and machines. In the fourth part of the book (Chapter 5), the author advances the thesis that neuropsychoanalysis and the affective neurosciences can provide a new paradigm for research on artificial general intelligence. The Algorithmic Unconscious explores a completely new approach to AI, which can also be defined as a form of "therapy." Analyzing the projective identification processes that take place in groups of professional programmers and designers, as well as the "hidden" features of AI (errors, noise information, biases, etc.), represents an important tool to enable a healthy and positive relationship between humans and AI. Psychoanalysis is used as a critical space for reflection, innovation, and progress.

Inside the World of Computing

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1119821703
Total Pages : 258 pages
Book Rating : 4.1/5 (198 download)

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Book Synopsis Inside the World of Computing by : Jean-Loic Delhaye

Download or read book Inside the World of Computing written by Jean-Loic Delhaye and published by John Wiley & Sons. This book was released on 2021-04-26 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computers and the Internet are an undeniable and inextricable part of our daily lives. This book is for those who wish to better understand how this came to be. It explores the technological bases of computers, networks, software and data management, leading to the development of four pillars on which the essential applications that have a strong impact on individuals and society are based: embedded systems, Artificial Intelligence, the Internet, image processing and vision. We will travel to the heart of major application areas: robotics, virtual reality, health, mobility, energy, the factory of the future, not forgetting the major questions that this digitization can raise. This book is the authors testimony after fifty years spent in environments that are very open to new technologies. It offers perspectives on the evolution of the digital world that we live in.

Deep Learning

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Publisher : John Wiley & Sons
ISBN 13 : 1119845017
Total Pages : 548 pages
Book Rating : 4.1/5 (198 download)

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Book Synopsis Deep Learning by : Stephane S. Tuffery

Download or read book Deep Learning written by Stephane S. Tuffery and published by John Wiley & Sons. This book was released on 2023-01-10 with total page 548 pages. Available in PDF, EPUB and Kindle. Book excerpt: A concise and practical exploration of key topics and applications in data science In Deep Learning, from Big Data to Artificial Intelligence, expert researcher Dr. Stéphane Tufféry delivers an insightful discussion of the applications of deep learning and big data that focuses on practical instructions on various software tools and deep learning methods relying on three major libraries: MXNet, PyTorch, and Keras-TensorFlow. In the book, numerous, up-to-date examples are combined with key topics relevant to modern data scientists, including processing optimization, neural network applications, natural language processing, and image recognition. This is a thoroughly revised and updated edition of a book originally released in French, with new examples and methods included throughout. Classroom-tested and intuitively organized, Deep Learning, from Big Data to Artificial Intelligence offers complimentary access to a companion website that provides R and Python source code for the examples offered in the book. Readers will also find: A thorough introduction to practical deep learning techniques with explanations and examples for various programming libraries Comprehensive explorations of a variety of applications for deep learning, including image recognition and natural language processing Discussions of the theory of deep learning, neural networks, and artificial intelligence linked to concrete techniques and strategies commonly used to solve real-world problems Perfect for graduate students studying data science, big data, deep learning, and artificial intelligence, Deep Learning, from Big Data to Artificial Intelligence will also earn a place in the libraries of data science researchers and practicing data scientists.

A Customer-oriented Manager for B2B Services

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Publisher : John Wiley & Sons
ISBN 13 : 1119902428
Total Pages : 274 pages
Book Rating : 4.1/5 (199 download)

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Book Synopsis A Customer-oriented Manager for B2B Services by : Valerie Mathieu

Download or read book A Customer-oriented Manager for B2B Services written by Valerie Mathieu and published by John Wiley & Sons. This book was released on 2022-02-28 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt: The notion of customer orientation is becoming a necessity rather than a choice for many companies. It is a lasting response to competitive pressure and supports the company in a renewed definition of its mission, beyond direct economic gain. Within B2B services, the manager, through proximity to their team, their market and their client, is the essential actor in the deployment of this orientation. A Customer-oriented Manager for B2B Services provides managers with the knowledge and tools necessary to implement customer orientation themselves, with the involvement of their extended team. To this end, this book presents a four-step approach: understand the fundamentals of customer orientation in B2B services, know the customer, make the most of the offer and deliver the service.

Artificial Intelligence and International Conflict in Cyberspace

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Author :
Publisher : Taylor & Francis
ISBN 13 : 1000895955
Total Pages : 208 pages
Book Rating : 4.0/5 (8 download)

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Book Synopsis Artificial Intelligence and International Conflict in Cyberspace by : Fabio Cristiano

Download or read book Artificial Intelligence and International Conflict in Cyberspace written by Fabio Cristiano and published by Taylor & Francis. This book was released on 2023-05-11 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited volume explores how artificial intelligence (AI) is transforming international conflict in cyberspace. Over the past three decades, cyberspace developed into a crucial frontier and issue of international conflict. However, scholarly work on the relationship between AI and conflict in cyberspace has been produced along somewhat rigid disciplinary boundaries and an even more rigid sociotechnical divide – wherein technical and social scholarship are seldomly brought into a conversation. This is the first volume to address these themes through a comprehensive and cross-disciplinary approach. With the intent of exploring the question ‘what is at stake with the use of automation in international conflict in cyberspace through AI?’, the chapters in the volume focus on three broad themes, namely: (1) technical and operational, (2) strategic and geopolitical and (3) normative and legal. These also constitute the three parts in which the chapters of this volume are organised, although these thematic sections should not be considered as an analytical or a disciplinary demarcation. This book will be of much interest to students of cyber-conflict, AI, security studies and International Relations. The Open Access version of this book is available for free in PDF format as Open Access from the individual product page at www.routledge.com. It has been made available under a Creative Commons Attribution-Non Commercial-No Derivatives 4.0 license.

Proceedings of the Future Technologies Conference (FTC) 2020, Volume 1

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Publisher : Springer Nature
ISBN 13 : 3030631281
Total Pages : 971 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Proceedings of the Future Technologies Conference (FTC) 2020, Volume 1 by : Kohei Arai

Download or read book Proceedings of the Future Technologies Conference (FTC) 2020, Volume 1 written by Kohei Arai and published by Springer Nature. This book was released on 2020-10-30 with total page 971 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides the state-of-the-art intelligent methods and techniques for solving real-world problems along with a vision of the future research. The fifth 2020 Future Technologies Conference was organized virtually and received a total of 590 submissions from academic pioneering researchers, scientists, industrial engineers, and students from all over the world. The submitted papers covered a wide range of important topics including but not limited to computing, electronics, artificial intelligence, robotics, security and communications and their applications to the real world. After a double-blind peer review process, 210 submissions (including 6 poster papers) have been selected to be included in these proceedings. One of the meaningful and valuable dimensions of this conference is the way it brings together a large group of technology geniuses in one venue to not only present breakthrough research in future technologies, but also to promote discussions and debate of relevant issues, challenges, opportunities and research findings. The authors hope that readers find the book interesting, exciting and inspiring

Lifestyle Politics in Translation

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Publisher : Taylor & Francis
ISBN 13 : 1000610209
Total Pages : 171 pages
Book Rating : 4.0/5 (6 download)

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Book Synopsis Lifestyle Politics in Translation by : M. Cristina Caimotto

Download or read book Lifestyle Politics in Translation written by M. Cristina Caimotto and published by Taylor & Francis. This book was released on 2022-08-10 with total page 171 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book investigates the role of translation processes in the shaping and re-shaping of ideological discourse and their impact on the actors involved in the translation process, focusing on institutional texts and their influence on lifestyle issues both public and personal. The volume employs a unique approach in its focus on "lifestyle politics," examining texts produced by political actors, such as international organizations and national governments, and their translations. The book draws on an interdisciplinary perspective, integrating work from translation studies and linguistics with political science and economics, and applies it to English and French versions of the same documents, calling attention to ideological differences across versions. In light of our increasingly globalized world, Caimotto and Raus demonstrate the ways in which globalized discourse undergoes processes of depoliticization and marketization which produce a trickle-down effect on individuals’ personal identities. This book will be of interest to students and scholars in translation studies, critical discourse analysis, and political science.

Neural Networks and Numerical Analysis

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Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 3110783185
Total Pages : 174 pages
Book Rating : 4.1/5 (17 download)

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Book Synopsis Neural Networks and Numerical Analysis by : Bruno Després

Download or read book Neural Networks and Numerical Analysis written by Bruno Després and published by Walter de Gruyter GmbH & Co KG. This book was released on 2022-08-22 with total page 174 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book uses numerical analysis as the main tool to investigate methods in machine learning and A.I. The efficiency of neural network representation on for polynomial functions is studied in detail, together with an original description of the Latin hypercube method. In addition, unique features include the use of Tensorflow for implementation on session and the application n to the construction of new optimized numerical schemes.

Separation of Powers and Antitrust

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Publisher : Cambridge University Press
ISBN 13 : 100935728X
Total Pages : 243 pages
Book Rating : 4.0/5 (93 download)

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Book Synopsis Separation of Powers and Antitrust by : Vincent Martenet

Download or read book Separation of Powers and Antitrust written by Vincent Martenet and published by Cambridge University Press. This book was released on 2023-09-30 with total page 243 pages. Available in PDF, EPUB and Kindle. Book excerpt: In these challenging, digital times, separation of powers and antitrust both occupy centre stage, but their interactions have yet to be analysed. This timely and innovative book explores their potential convergence, notably examining the concentration of politico-economic power in the hands of a few digital platforms.

Neuroscience for Artificial Intelligence

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Publisher : CRC Press
ISBN 13 : 1000908852
Total Pages : 243 pages
Book Rating : 4.0/5 (9 download)

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Book Synopsis Neuroscience for Artificial Intelligence by : Huijue Jia

Download or read book Neuroscience for Artificial Intelligence written by Huijue Jia and published by CRC Press. This book was released on 2023-05-31 with total page 243 pages. Available in PDF, EPUB and Kindle. Book excerpt: The ongoing boom of applications for artificial intelligence (AI) is based on algorithms that were inspired by neuroscience discoveries in the 1960s. This is a timely book to introduce the new discoveries and ideas in neuroscience, for the next wave of more powerful AI. AI researchers are all interested in the human brain, which is more capable and energy-efficient, but do not have good reading materials from the rather separate subfields of neuroscience, all with plenty of jargons. Based on hundreds of publications from top journals, the book fills in the gap between existing computational hardware/algorithms and emerging knowledge from neuroscience.

Data Science for Supply Chain Forecasting

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Author :
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 3110671123
Total Pages : 310 pages
Book Rating : 4.1/5 (16 download)

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Book Synopsis Data Science for Supply Chain Forecasting by : Nicolas Vandeput

Download or read book Data Science for Supply Chain Forecasting written by Nicolas Vandeput and published by Walter de Gruyter GmbH & Co KG. This book was released on 2021-03-22 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: Using data science in order to solve a problem requires a scientific mindset more than coding skills. Data Science for Supply Chain Forecasting, Second Edition contends that a true scientific method which includes experimentation, observation, and constant questioning must be applied to supply chains to achieve excellence in demand forecasting. This second edition adds more than 45 percent extra content with four new chapters including an introduction to neural networks and the forecast value added framework. Part I focuses on statistical "traditional" models, Part II, on machine learning, and the all-new Part III discusses demand forecasting process management. The various chapters focus on both forecast models and new concepts such as metrics, underfitting, overfitting, outliers, feature optimization, and external demand drivers. The book is replete with do-it-yourself sections with implementations provided in Python (and Excel for the statistical models) to show the readers how to apply these models themselves. This hands-on book, covering the entire range of forecasting—from the basics all the way to leading-edge models—will benefit supply chain practitioners, forecasters, and analysts looking to go the extra mile with demand forecasting.

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Author :
Publisher : TheBookEdition
ISBN 13 :
Total Pages : 325 pages
Book Rating : 4.0/5 (424 download)

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Book Synopsis by :

Download or read book written by and published by TheBookEdition. This book was released on with total page 325 pages. Available in PDF, EPUB and Kindle. Book excerpt: