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Start your reading journey today on DL4ALL.org and unlock a world of imagination, knowledge, and inspiration! ![]() English | 2021 | ISBN: 1636392733 , 978-1636392714 | 165 pages | True PDF | 2.55 MB Empirical methods are means to answering methodological questions of empirical sciences by statistical techniques. The methodological questions addressed in this book include the problems of validity, reliability, and significance. In the case of machine learning, these correspond to the questions of whether a model predicts what it purports to predict, whether a model's performance is consistent across replications, and whether a performance difference between two models is due to chance, respectively. The goal of this book is to answer these questions by concrete statistical tests that can be applied to assess validity, reliability, and significance of data annotation and machine learning prediction in the fields of NLP and data science. ![]() English | 2020 | ISBN: 9814656615 | 673 pages | True PDF EPUB | 91.7 MB Untangling Molecular Biodiversity presents a unique global framework to explain molecular and organismal biodiversity that is grounded in evolutionary genomics. This book will tackle important questions such as the origin of life, the emergence of biochemistry, the origin of viruses, the nature of the last universal common ancestor responsible for diversified life, the role of information and thermodynamics in evolution, the reason for having three cellular domains in life, and the centrality of modules in biology.This book will explore six themes: (1) Explanatory frameworks for biological organization; (2) Evolutionary patterns and biodiversity; (3) Molecular structure and evolutionary genomics; (4) A framework of persistence strategies that borrows from engineering and systems biology; (5) Use of this framework to explain diversity in the molecular world; and (6) Exploring the origin and evolution of cells and viruses.Consequently, this book represents a very unique collection of ideas that can attract the attention of a broad readership interested in life sciences/biology. ![]() English | 2021 | ISBN: B09MD8NMDY | 516 pages | pdf, epub | 45.3 MB A crosswalk from C++, Java, and C# to Unreal Engine 5 Blueprints. Reconstruct traditional and widely used design patterns in Unreal Engine 5 Blueprints to solve some of the most common problems in programming. This book is especially helpful if you are coming from Unity game development and trying to learn Unreal Engine. Additionally, the crosswalk to C++ is extremely helpful if you know a programming language like Java or C#. You will see popular design patterns translated to four different languages all in one book. ![]() English | 2021 | ISBN: 0262542846 | 265 pages | True PDF | 14.48 MB How Iranians forged a vibrant, informal video distribution infrastructure when their government banned all home video technology in 1983. ![]() English | 2021 | ISBN: 1119764920 | 209 pages | True PDF EPUB | 3.56 MB Own your choices and discover the true meaning of accountability ![]() English | 2022 | ISBN: 1839531711 , 978-1839531712 | 297 pages | True PDF EPUB | 17.56 MB Uncertainty Quantification of Electromagnetic Devices, Circuits, and Systemsdescribes the advances made over the last decade in the topic of uncertainty quantification (UQ) and stochastic analysis. The primary goal of the book is to educate and inform electronics engineers about the most recent numerical techniques, mathematical theories, and computational methods to perform UQ for electromagnetic devices, circuits, and systems. ![]() English | 2021 | ISBN: 1138626325 | 405 pages | True PDF | 8.46 MB Uncertainty Quantification (UQ) is an emerging and extremely active research discipline which aims to quantitatively treat any uncertainty in applied models. The primary objective ofUncertainty Quantification in Variational Inequalities: Theory, Numerics, and Applicationsis to present a comprehensive treatment of UQ in variational inequalities and some of its generalizations emerging from various network, economic, and engineering models. Some of the developed techniques also apply to machine learning, neural networks, and related fields. ![]() English | 2021 | ISBN: 139860240X | 297 pages | True PDF EPUB | 13.38 MB Don't let a psychometric test - or your nerves - stand between you and your dream job. ![]() English | 2021 | ISBN: 1119568862 | 690 pages | True PDF EPUB | 160.4 MB No realm onEarth elicits thoughts of paradise more than the tropics.The tropical marine realm is special in myriad ways and for many reasons from seas of higher latitude, in housing iconic habitats such as coral reefs, snow white beaches, crystal clear waters, mangrove forests, extensive and rich seagrass meadows and expansive river deltas, such as the exemplar, the Amazon.But the tropics also hasan even morecomplexside: tropical waters give rise to cyclones, hurricanes and typhoons, andunique oceanographic phenomena including the El Niño- Southern Oscillation which affects global climate patterns. ![]() English | 2021 | ISBN: 1684038219 | 400 pages | True PDF EPUB | 10.23 MB [b]"Trauma-Focused ACTis going to go down as one of the great contributions to the field of trauma-informed care." |