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 English | 2022 | ISBN: 1683692993 | 128 pages | True EPUB | 62.4 MB Possums may steal your garbage.but with this book, they'll also steal your heart!  English | 2022 | ISBN: 1636393101 | 152 pages | True PDF | 9.18 MB Machine learning and artificial intelligence (AI) are powerful tools that create predictive models, extract information, and help make complex decisions. They do this by examining an enormous quantity of labeled training data to find patterns too complex for human observation. However, in many real-world applications, well-labeled data can be difficult, expensive, or even impossible to obtain. In some cases, such as when identifying rare objects like new archeological sites or secret enemy military facilities in satellite images, acquiring labels could require months of trained human observers at incredible expense. Other times, as when attempting to predict disease infection during a pandemic such as COVID-19, reliable true labels may be nearly impossible to obtain early on due to lack of testing equipment or other factors. In that scenario, identifying even a small amount of truly negative data may be impossible due to the high false negative rate of available tests. In such problems, it is possible to label a small subset of data as belonging to the class of interest though it is impractical to manually label all data not of interest. We are left with a small set of positive labeled data and a large set of unknown and unlabeled data.  English | 2022 | ISBN: 1526785692 | 162 pages | True PDF EPUB | 186.01 MB "In a book of Porsche photography and engaging conversation, Lance Cole journeys through a personal passion for Porsche –one that many supercar enthusiasts share. Herein light falls on sculpted metal and paint – shiny and less shiny. Throwing off the conventions of Porsche purism, yet at the same time always respecting the origins of Porsche, and the status of the 911, this is a book that celebrates the engineering and the design language of Porsche amid its culture. From an "oily-rag" 356 to old 911s and new 911s, with a brief alighting upon other cars of the Porsche clan, this is an eclectic collection of enthusiasts "moments" captured across a British Porsche landscape."  English | 2022 | ISBN: 1771602694 | 160 pages | True EPUB | 347.33 MB Popular Day Hikesis a series of bestselling books written for visitors and locals looking to hike scenic trails from well-established staging areas.Popular Day Hikes: Watertoncovers 34 hikes in southern Alberta's beautiful Waterton Lakes National Park. From short, easy walks, to longer, full-day hikes, to easy scrambles, this book outlines mountain trips for all ages and all levels of difficulty. Some of the hikes included are:  English | 2022 | ISBN: 1486314864 | 94 pages | True PDF EPUB | 54.54 MB This book stinks. we think you'll love it!  English | 2023 | ISBN: 036756520X | 190 pages | True PDF EPUB | 230.53 MB Working out solutions to polynomial equations is a mathematical problem that dates from antiquity. Galois developed a theory in which the obstacle to solving a polynomial equation is an associated collection of symmetries. Obtaining a root requires "breaking" that symmetry. When the degree of an equation is at least five, Galois Theory established that there is no formula for the solutions like those found in lower degree cases. However, this negative result doesn't mean that the practice of equation-solving ends. In a recent breakthrough, Doyle and McMullen devised a solution to the fifth-degree equation that uses geometry, algebra, and dynamics to exploit icosahedral symmetry. Polynomials, Dynamics, and Choice: The Price We Pay for Symmetry is organized in two parts, the first of which develops an account of polynomial symmetry that relies on considerations of algebra and geometry. The second explores beyond polynomials to spaces consisting of choices ranging from mundane decisions to evolutionary algorithms that search for optimal outcomes. The two algorithms in Part I provide frameworks that capture structural issues that can arise in deliberative settings. While decision-making has been approached in mathematical terms, the novelty here is in the use of equation-solving algorithms to illuminate such problems. Features Treats the topic—familiar to many—of solving polynomial equations in a way that's dramatically different from what they saw in school Accessible to a general audience with limited mathematical background Abundant diagrams and graphics.  English | 2022 | ISBN: 0367467518, 978-0367467517 | 335 pages | True PDF | 27.84 MB Polymeric Foams: Innovations in Technologies and Environmentally Friendly Materials offers the latest in technology and environmental innovations within the field of polymeric foams. It outlines how application-focused research in polymeric foam can continue to improve living quality and enhance social responsibility.  English | 2022 | ISBN: 1789145678 | 353 pages | True PDF | 4.15 MB From a political-polling expert, an eye-opening––and hilarious––look at the origins of polls and how they have been used and abused ever since.  English | 2022 | ISBN: 1801811741 | 332 pages | True PDF EPUB | 22.93 MB A proven methodology to build a PolicyOps function and public policy design frameworks for digital adoption, supporting your organization's journey into new paradigms and service models such as Cloud, SaaS, CaaS, FaaS, and DevOps  English | 2022 | ISBN: 0367407469 | 517 pages | True PDF | 39.94 MB An Up-to-Date Compendium on the Physics and Mathematics of Polarization Phenomena |
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