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 Название: Sparse Estimation with Math and R
Автор: Joe Suzuki
Издательство: Springer
Год: 2021
Формат: PDF
Страниц: 241
Размер: 10 Mb
Язык: English
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. | |
Разместил: vitvikvas 5-08-2021, 10:40 | Комментарии: 0 | Подробнее
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 Название: Practical Vaadin: Developing Web Applications in Java
Автор: Alejandro Duarte
Издательство: Apress
Год: 2021
Страниц: 334
Язык: английский
Формат: pdf (true), epub
Размер: 15.2 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. | |
Разместил: Ingvar16 4-08-2021, 23:22 | Комментарии: 0 | Подробнее
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 Название: Foundation Db2 and Python: Access Db2 with Module-Based API Examples Using Python
Автор: W. David Ashley
Издательство: Apress
Год: 2021
Страниц: 223
Язык: английский
Формат: pdf (true), rtf, epub
Размер: 10.1 MB
Work with Db2 to write SQL and access databases using optimized code for the fastest response. This book will give you complete documentation on DB2 via Python for the IBM_db module and provide a number of examples for the usage of each module API. Begin by getting your free version of Db2 for Linux and Windows. While the book concentrates more on the Linux version of Db2, it also covers enough of the Windows version so that you're comfortable with obtaining and installing Db2 on your version of Windows. Next, you'll see how to install the sample database that comes with Db2, and take some data from the web to design a database around it, including tables and indexes. | |
Разместил: Ingvar16 4-08-2021, 23:10 | Комментарии: 0 | Подробнее
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 Название: Begin to Code with javascript
Автор: Rob Miles
Издательство: Microsoft Press, Pearson Education
Год: 2022
Страниц: 512
Язык: английский
Формат: pdf, rtf, epub
Размер: 10.19 MB
Become a javascript programmer?and have fun doing it! Start writing software that solves real problems, even if you have absolutely no programming experience! This friendly, easy, full-color book puts you in total control of your own learning, empowering you to build unique and useful programs. Microsoft has completely reinvented the beginning programmer’s tutorial, reflecting deep research into how today’s beginners learn, and why other books fall short. Begin to Code with javascript is packed with innovations, from its javascript code samples you can interact with straight from your browser to its “Make Something Happen” projects. Whether you’re a total beginner or you’ve tried before, this guide will put the power, excitement, and fun of programming where it belongs: in your hands! Easy, friendly, and you’re in control! | |
Разместил: Ingvar16 4-08-2021, 21:42 | Комментарии: 0 | Подробнее
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 Название: The Fundamentals of Search Algorithms
Автор: Robert A. Bohm
Издательство: Nova Science Publishers, Inc.
Год: 2021
Страниц: 114
Язык: английский
Формат: pdf (true)
Размер: 10.15 MB
Heuristic local search algorithms are used to find “good” solutions to the NP-hard combinatorial optimization problems that cannot be solved using analytical methods. Chapter one discusses the characterization and computation of heuristic local search algorithm for the Traveling Salesman Problem (TSP) from the perspective of dynamical systems. The purpose of chapter 2 is to show the practical application of CBIR technology in the security and protection of personal data, access to classified documents and objects, identification of illegal attacks that are part of the social life of the present and future of mankind. Continuous search space problems are difficult problems to solve because the number of solutions is infinite. | |
Разместил: Ingvar16 4-08-2021, 12:34 | Комментарии: 0 | Подробнее
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 Название: Code Clone Analysis: Research, Tools, and Practices
Автор: Katsuro Inoue, Chanchal K. Roy
Издательство: Springer
Год: 2021
Страниц: 236
Язык: английский
Формат: pdf (true), epub
Размер: 24.7 MB
This is the first book organized around code clone analysis. To cover the broad studies of code clone analysis, this book selects past research results that are important to the progress of the field and updates them with new results and future directions. Code clone analysis is a very good topic to teach in university software engineering courses. It relies heavily on computer science theories such as pattern matching, source code analysis, and software metrics. On the other hand, the code clone analysis can be applied to a variety of tasks related to real-world software development and maintenance such as bug finding and program refactoring. | |
Разместил: Ingvar16 4-08-2021, 12:14 | Комментарии: 0 | Подробнее
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 Название: Research Software Engineering with Python: Building software that makes research possible
Автор: Damien Irving, Kate Hertweck, Luke Johnston, Joel Ostblom, Charlotte Wickham, Greg Wilson
Издательство: CRC Press
Год: 2021
Формат: True PDF
Страниц: 531
Размер: 14,8 Mb
Язык: English
Writing and running software is now as much a part of science as telescopes and test tubes, but most researchers are never taught how to do either well. As a result, it takes them longer to accomplish simple tasks than it should, and it is harder for them to share their work with others than it needs to be.
This book introduces the concepts, tools, and skills that researchers need to get more done in less time and with less pain. Based on the practical experiences of its authors, who collectively have spent several decades teaching software skills to scientists, it covers everything graduate-level researchers need to automate their workflows, collaborate with colleagues, ensure that their results are trustworthy, and publish what they have built so that others can build on it. The book assumes only a basic knowledge of Python as a starting point, and shows readers how it, the Unix shell, Git, Make, and related tools can give them more time to focus on the research they actually want to do. | |
Разместил: vitvikvas 4-08-2021, 11:21 | Комментарии: 0 | Подробнее
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 Название: Demystifying Azure DevOps Services: A Guide to Architect, Deploy, and Administer DevOps Using Microsoft Azure DevOps Services
Автор: Ashish Raj
Издательство: BPB Publications
Год: 2021
Формат: EPUB
Размер: 23 Мб
Язык: английский / English
This book offers readers the best DevOps practices and explains how to implement various services of Azure DevOps to ensure efficiency, effectiveness, and better management of the entire software development lifecycle. This book explains each component of Azure DevOps services, their pricing models, and a quick tutorial on how to proceed with its usage. Backed with numerous examples, this book helps you implement Agile planning using Azure Boards, maintain code versioning using Azure Repos, and manage CI/CD using Azure Pipelines. You will learn how to administer the DevOps process such as managing packages using the most popular Azure Artifacts and how to run Test Plans using Azure Test Plans. You will also learn how to integrate with third-party systems. Finally, you will learn about marketplaces of extensions and how to develop your own extensions. | |
Разместил: black 4-08-2021, 10:59 | Комментарии: 0 | Подробнее
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 Название: Statistical Learning with Math and Python: 100 Exercises for Building Logic
Автор: Joe Suzuki
Издательство: Springer
Год: 2021
Формат: ePUB, PDF
Страниц: 260
Размер: 35,5 Mb
Язык: English
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 machine learning and data science by considering math problems and building Python programs.
As the preliminary part, Chapter 1 provides a concise introduction to linear algebra, which will help novices read further to the following main chapters. Those succeeding chapters present essential topics in statistical learning: linear regression, classification, resampling, information criteria, regularization, nonlinear regression, decision trees, support vector machines, and unsupervised learning.
Each chapter mathematically formulates and solves machine learning problems and builds the programs. The body of a chapter is accompanied by proofs and programs in an appendix, with exercises at the end of the chapter. Because the book is carefully organized to provide the solutions to the exercises in each chapter, readers can solve the total of 100 exercises by simply following the contents of each chapter. | |
Разместил: vitvikvas 4-08-2021, 10:49 | Комментарии: 0 | Подробнее
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 Название: Jetpack Compose internals
Автор: Jorge Castillo
Издательство: Leanpub
Год: 2021-07-28
Страниц: 121
Язык: английский
Формат: pdf (true), mobi, epub
Размер: 10.1 MB
Jetpack Compose is the future of Android UI. Master how it works internally and become a more efficient developer with it. You'll also find it valuable if you are not an Android dev. This book provides all the details to understand how the Compose compiler & runtime work, and how to create a client library using them. This book explores the guts of Jetpack Compose, the brand new library by Google and the Android team that will become the future of Android UI. Dedicating time now to learn about its internals in-depth will yield powerful skills to write modern and efficient Android apps in the future. | |
Разместил: Ingvar16 3-08-2021, 21:25 | Комментарии: 0 | Подробнее
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