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Machine Learning Architecture in the age of Artificial Intelligence

Machine Learning Architecture in the age of Artificial Intelligence
English | 2022 | ISBN: 1914124014 | 200 pages | True EPUB | 12.01 MB
"The advent of machine learning-based AI systems demands that our industry does not just share toys, but builds a new sandbox in which to play with them. - Phil Bernstein The profession is changing. A new era is rapidly approaching when computers will not merely be instruments for data creation, manipulation and management, but, empowered by artificial intelligence, they will become agents of design themselves. Architects need a strategy for facing the opportunities and threats of these emergent capabilities or risk being left behind. Architectures best-known technologist, Phil Bernstein, provides that strategy. Divided into three key sections Process, Relationships and Results Machine Learning lays out an approach for anticipating, understanding and managing a world in which computers often augment, but may well also supplant, knowledge workers like architects. Armed with this insight, practices can take full advantage of the new technologies to future-proof their business. Features chapters on: Professionalism Tools and technologies Laws, policy and risk Delivery, means and methods Creating, consuming and curating data Value propositions and business models."

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Machine Learning Algorithms Adversarial Robustness in Signal Processing

Machine Learning Algorithms Adversarial Robustness in Signal Processing
English | 2022 | ISBN: 978-3031163746 | 109 pages | True PDF EPUB | 10.39 MB
This book demonstrates the optimal adversarial attacks against several important signal processing algorithms. Through presenting the optimal attacks in wireless sensor networks, array signal processing, principal component analysis, etc, the authors reveal the robustness of the signal processing algorithms against adversarial attacks. Since data quality is crucial in signal processing, the adversary that can poison the data will be a significant threat to signal processing. Therefore, it is necessary and urgent to investigate the behavior of machine learning algorithms in signal processing under adversarial attacks.

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Lopapeysa A Knitter's Guide to Iceland with Patterns, Techniques and Travel Tips

Lopapeysa  A Knitter's Guide to Iceland with Patterns, Techniques and Travel Tips
English | 2022 | ISBN: 1789941350 | 193 pages | True PDF EPUB | 984.11 MB
'This is a joy of a book. I know nothing of sweaters and little of Iceland, and this book used pictures and words to open Iceland and its people for me, using Icelandic sweaters and knitting to do it.' - Neil Gaiman In Iceland there's a piece of knitwear that everybody has but no one has bought: the lopapeysa, or 'lopi' for short. This sweater made from unspun Icelandic wool is a treasured piece of the island's culture passed down from generation to generation, used and cherished. In this guide, Joan of Dark and Kyle Cassidy take you on an 800-mile adventure around Iceland's breathtaking landscapes to explore and experience the island's rich knitting tradition and to show you how to make your very own lopi-style knits.By interviewing local experts, wool producers and knitters they trace the history of the patterns and along the way meet rock stars, professors and designers who share their knitting-related stories and reveal some of their country's hidden gems. From isolated waterfalls, hot springs and iconic movie locations to beautiful Icelandic horses, giant glaciers and erupting volcanos, the book is full of stunning photographs at every turn.The journey inspired 12 beautiful lopi-style knitting patterns all presented here with photographs, charts and detailed instructions to carefully guide you through each project whether you are a complete beginner or an experienced knitter. So pick up your needles and spend some time in the land of ice and fire! Work your way through the projects from the traditional sweater to gloves and hats, a cosy jumper dress and stylish headbands all while finding out why the lopapeysa is so special and so individual to Iceland.

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Looking for Math in All the Wrong Places

Looking for Math in All the Wrong Places
English | 2022 | ISBN: 978-1470470128 | 224 pages | True PDF | 246.95 MB
The soul of mathematics is the practice of skeptical inquiry: asking how and why things work, experimenting, exploring, and discovering. Estimation, analysis, computation, conjecture, and proof are the mathematical path to uncovering truth and we can use them in nearly every human pursuit. In this thoroughly charming and beguiling book, Shai Simonson applies mathematical tools in a variety of contexts that arise in everyday life to prove his claim that math is, literally, everywhere. Simonson applies his mathematical cast of mind to hiking, birthday parties, carnival games, lock picking, and kite flying. We see unexpected depths and connections when we look in the "wrong" places in the right way. No advanced mathematical knowledge is required to travel with Simonson and share in his investigations. All a reader needs is an open and curious mind, an eagerness to ask questions, and a willingness to think deeply and carefully about seemingly mundane things. There is wonder and joy in quotidian life with Simonson as your guide.

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Linux The Ultimate Guide (True EPUB)

Linux  The Ultimate Guide (True EPUB)
English | 2023 | ISBN: 1032312254 | 305 pages | True EPUB | 6.6 MB
Linux is one of the most widely used operating systems. It was created to provide a free or low-cost operating system for personal computer users. Linus Torvalds published Linux on September 17, 1991, and it was written in the C programming language. It has since earned a reputation for being a high-performing and efficient system. This is a fairly comprehensive operating system that includes a graphical user interface (GUI), TCP/IP, the Emacs editor, and the X Window System, among other features.

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Linear Algebra Vector Spaces and Linear Transformations

Linear Algebra  Vector Spaces and Linear Transformations
English | 2022 | ISBN: 1470469863 | 395 pages | True PDF | 8.14 MB
This textbook is directed towards students who are familiar with matrices and their use in solving systems of linear equations. The emphasis is on the algebra supporting the ideas that make linear algebra so important, both in theoretical and practical applications. The narrative is written to bring along students who may be new to the level of abstraction essential to a working understanding of linear algebra. The determinant is used throughout, placed in some historical perspective, and defined several different ways, including in the context of exterior algebras. The text details proof of the existence of a basis for an arbitrary vector space and addresses vector spaces over arbitrary fields. It develops LU-factorization, Jordan canonical form, and real and complex inner product spaces. It includes examples of inner product spaces of continuous complex functions on a real interval, as well as the background material that students may need in order to follow those discussions. Special classes of matrices make an entrance early in the text and subsequently appear throughout. The last chapter of the book introduces the classical groups.

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Lifetime Reliability-aware Design of Integrated Circuits

Lifetime Reliability-aware Design of Integrated Circuits
English | 2023 | ISBN: 3031153448 | 113 pages | True PDF EPUB | 12.05 MB
This book covers the state-of-the-art research in design of modern electronic systems used in safety-critical applications such as medical devices, aircraft flight control, and automotive systems. The authors discuss lifetime reliability of digital systems, as well as an overview of the latest research in the field of reliability-aware design of integrated circuits. They address modeling approaches and techniques for evaluation and improvement of lifetime reliability for nano-scale CMOS digital circuits, as well as design algorithms that are the cornerstone of Computer Aided Design (CAD) of reliable VLSI circuits. In addition to developing lifetime reliability analysis and techniques for clocked storage elements (such as flip-flops), the authors also describe analysis and improvement strategies targeting commercial digital circuits.

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