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 English | 2021 | ISBN: 9811614458 | 241 pages | pdf, epub | 75.55 MB The most crucial ability for machine learning and data science is mathematical logic for grasping their essence rather than knowledge and experience. This textbook approaches the essence of sparse estimation by considering math problems and building R programs. Each chapter introduces the notion of sparsity and provides procedures followed by mathematical derivations and source programs with examples of execution. To maximize readers' insights into sparsity, mathematical proofs are presented for almost all propositions, and programs are described without depending on any packages. The book is carefully organized to provide the solutions to the exercises in each chapter so that readers can solve the total of 100 exercises by simply following the contents of each chapter. This textbook is suitable for an undergraduate or graduate course consisting of about 15 lectures (90 mins each). Written in an easy-to-follow and self-contained style, this book will also be perfect material for independent learning by data scientists, machine learning engineers, and researchers interested in linear regression, generalized linear lasso, group lasso, fused lasso, graphical models, matrix decomposition, and multivariate analysis.  English | 2021 | ISBN: 1683926692 | 776 pages | PDF | 41.95 MB Designed as a Java based textbook for beginning programmers, this book uses game programming as a central pedagogical tool to improve student engagement, learning outcomes, and retention. The new edition includes updating the GUI interface chapters from Swing based to FX based programs. The game programming is incorporated into the text in a way that does not compromise the amount of material traditionally covered in a basic programming or advanced Java programming course, and permits instructors who are not familiar with game programming and computer graphic concepts to realize the pedagogical advantages of using game programming. The book assumes the reader has no prior programming experience. Companion files include game sample, source code, game environments, and more (Files are also available for downloading by writing to the publisher.) Features  English | 2021 | ISBN: 1484271785 | 334 pages | pdf, epub | 17.58 MB Implement web applications in Java using the open-source Vaadin framework version 20 and later. This easy-to-follow book covers all the key concepts and steps to become competent with modern versions of Vaadin. The book covers everything from setting up the development environment to implementing advanced features such as Server Push and database connectivity. The book helps you become proficient in the Vaadin framework, prepare for Vaadin certifications, and shows you how to apply the power of the Java programming language in developing applications for the web. Author Alejandro Duarte starts with an introduction to web development and its key technologies. He then describes and demonstrates how Vaadin simplifies web development by allowing you to implement web graphical user interfaces using the Java programming language without having to code in jаvascript or HTML. Once a solid foundation on the key web and Vaadin concepts is established, Duarte digs deeper into explaining layouts and user interface components such as combo boxes, dialogs, upload fields, and data grids. He also covers topics such as styling with CSS, data binding, client-side views implementation with TypeScript, and integration with Spring Boot and Jakarta EE.  English | 2021 | ASIN : B09BSNJBRW | 181 pages | PDF, AZW3, EPUB, MOBI | 6.76 MB Hi! Here we begin our study of Physics. But what is physics? Well, to define the very simply physics, we can say that it is the science that studies the phenomena natural more general, seeking to describe them, explained here them and provide for them. To do so, it uses the math and language Basic. An image that is normally made of Physics is that when a certain theory is scientifically proven, we have the establishment of an absolute truth. This is not true. Science is a human construction and, therefore, subject to errors. Of course there are strict criteria that a theory can be considered scientific , and by this, the theories gain status of truth. However, when we look at the facts of the history of science observe the corrections and changes that mui- tas theories, a day considered true, had to go with the emergence of research results carried out later. Some of them were even abandoned and replaced by other new theories.  English | 2021 | ISBN: 168392598X | 432 pages | PDF | 192.13 MB Updated in this third edition for Photoshop CC 2021, this full-color book provides users of Photoshop: CC with comprehensive hands-on learning projects using a building block teaching style. Whether you are new to Photoshop or an experienced user, this book is packed with inventive, easy to apply photograph restoration and tonal correction techniques. Learn to repair all types of photograph damage, various ways to improve discolored photographs, colorize black and white photographs, multiple ways to digitize photographs too large to scan, and how to add and remove content from your photographs so that every photograph will be "the perfect shot." With many new tips, notes, figures, and projects to guide you from start to finish, learn to create professional restorations and enhancements you will be proud to call your own. Features  English | 2021 | ISBN: 0198868758 | 528 pages | True EPUB | 7.86 MB Newly updated to incorporate recent additions to the English language, the Oxford Dictionary of Word Origins provides a fascinating exploration of the origins and development of over 3,000 words in the English language. Drawing on Oxford's unrivalled dictionary research programme and language monitoring it brings to light the intriguing and often unusual stories of some of our most used words and phrases. The A-Z entries include the first known use of the term along with examples, related lexes, and expressions which uncover the etymological composition of each word. Also featured are 22 special panels that give overviews of broad topic areas, 5 of which are completely new and that variously cover words from Oceania, word blends, eponyms, and acronyms. New findings in the OED since the previous edition have also been added, including emoji, mansplain,  English | 2021 | ASIN : B09BY4HMBP | 298 pages | PDF, AZW3, EPUB, MOBI | 3.61 MB No Meat Athlete- Beginner to Beyond you need to perform at your very best, from starting block to finish line. It is a unique fitness guide, healthy-living cookbook, and nutrition primer. The guide is perfect for all athletes, from beginner to elite, who want to enjoy the health benefits of a meatless lifestyle.  English | 2021 | ASIN : B09BTXJQ31 | 153 pages | PDF, AZW3, EPUB, MOBI | 5.42 MB This course prepares you to pass the AI-900 Microsoft Azure AI Fundamentals Exam AI-900 in FIRST ATTEMPT !!! Modules  English | 2021 | ISBN: 0367493500 | 215 pages | True PDF | 41.01 MB The book presents an engineering approach for the development of metamaterials and metasurfaces with emphasis on application in antennas. It offers an in-depth study, performance analysis and extensive characterization on different types of metamaterials and metasurfaces. Practical examples included in the book will help readers to enhance performance of antennas and also develop metamaterial-based absorbers for a variety of applications. [b]  English | 2021 | ISBN: 1683927001 | 418 pages | PDF | 16.95 MB Features +Includes a discussion of the different types of games, necessary game resources, importing graphics, and some basic programming concepts |
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