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Название: Математика для Data Science
Автор: Михаил Миронов, Екатерина Минеева
Издательство: Stepik
Год: 2021
Формат: PDF, jpg
Страниц: Много
Размер: 146 Mb
Язык: Русский

Разберитесь, как работают технологии машинного обучения, и научитесь пользоваться ими осознанно.

Название: Изучаем Shiny
Автор: Хэдли Уикем
Издательство: ДМК Пресс
Год: 2022
Формат: pdf
Страниц: 376
Размер: 12,7 Мб
Язык: русский

Изучите веб-фреймворк Shiny и выведите свои навыки владения языком программирования R на новый уровень. Оставьте в прошлом статические отчеты – с Shiny вы сможете создавать полностью интерактивные веб-приложения для анализа данных. Пользователи смогут легко перемещаться между наборами данных, создавать и исследовать подмножества, выборки и срезы, запускать модели с нужными им значениями параметров, разрабатывать собственные визуализации и многое другое.

Название: Серия "High Tech" в 39 книгах
Автор(ы): разные
Издательство: Cимвoл-Плюc
Год: 2003-2012
Страниц: 1000+
Формат: PDF
Размер: 1.9 Гб
Язык: русский

Программист — одна из самых молодых, постоянно развивающихся и востребованных специальностей. Если вы дружите с математикой, любите технические предметы и обладаете хорошим логическим мышлением, то, возможно, вам стоит рассмотреть для себя эту профессию. Серия "High Tech" поможет любому чувствовать себя уверенно в самых различных областях программирования.

Название: Beautiful C++: 30 Core Guidelines for Writing Clean, Safe, and Fast Code (Rough Cuts)
Автор: J. Guy Davidson, Kate Gregory
Издательство: Addison-Wesley Professional
Год: 2021
Страниц: 278
Язык: английский
Формат: epub
Размер: 10.1 MB

Conquer the Complexity of Modern C++. "Beautiful C++ presents the C++ Core Guidelines from a developer's point of view with an emphasis on what benefits can be obtained from following the rules and what nightmares can result from ignoring them. For true geeks, it is an easy and entertaining read. For most software developers, it offers something new and useful." --Bjarne Stroustrup, inventor of C++ and co-editor of the C++ Core Guidelines
Writing great C++ code needn't be difficult. The C++ Core Guidelines can help every C++ developer design and write C++ programs that are exceptionally reliable, efficient, and well-performing. But the Guidelines are so jam-packed with excellent advice that it's hard to know where to start. Start here, with Beautiful C++.

Название: Core Java, Volume I: Fundamentals, 12th Edition
Автор: Cay S. Horstmann
Издательство: Addison-Wesley Professional.
Год: 2021
Страниц: 944
Язык: английский
Формат: epub
Размер: 13.9 MB

The #1 Java Guide for Serious Programmers: Fully Updated through Java 17. Core Java, Volume I: Fundamentals, Twelfth Edition, is the definitive guide to writing robust, maintainable code. Whatever version of Java you are using--up to and including Java 17--this book will help you achieve a deep and practical understanding of the language and APIs. With hundreds of realistic examples, Cay S. Horstmann reveals the most powerful and effective ways to get the job done.

Название: Systems Engineering and Artificial Intelligence
Автор: William F. Lawless, Ranjeev Mittu
Издательство: Springer
Год: 2021
Страниц: 566
Язык: английский
Формат: pdf (true)
Размер: 12.6 MB

This book provides a broad overview of the benefits from a Systems Engineering design philosophy in architecting complex systems composed of Artificial Intelligence (AI),Machine Learning (ML) and humans situated in chaotic environments. The major topics include emergence, verification and validation of systems using AI/ML and human systems integration to develop robust and effective human-machine teams—where the machines may have varying degrees of autonomy due to the sophistication of their embedded AI/ML. Systems Engineering (SE) is in the midst of a digital transformation driven by advanced modeling tools, data integration, and resulting “digital twins.” Like many other domains, the engineering disciplines will see transformational advances in the use of Artificial Intelligence (AI) and Machine Learning (ML) to automate many routine engineering tasks.

Название: Real-World Natural Language Processing: Practical applications with deep learning
Автор: Masato Hagiwara
Издательство: Manning Publications Co
Год: 2021
Формат: True PDF
Страниц: 337
Размер: 13.6 Mb
Язык: English

Real-world Natural Language Processing shows you how to build the practical NLP applications that are transforming the way humans and computers work together. Guided by clear explanations of each core NLP topic, you’ll create many interesting applications including a sentiment analyzer and a chatbot. Along the way, you’ll use Python and open source libraries like AllenNLP and HuggingFace Transformers to speed up your development process.

Название: Linear and Nonlinear Programming, Fifth Edition
Автор: David G. Luenberger, Yinyu Ye
Издательство: Springer
Год: 2021
Страниц: 609
Язык: английский
Формат: pdf (true), epub
Размер: 26.3 MB

The 5th edition of this classic textbook covers the central concepts of practical optimization techniques, with an emphasis on methods that are both state-of-the-art and popular. One major insight is the connection between the purely analytical character of an optimization problem and the behavior of algorithms used to solve that problem. End-of-chapter exercises are provided for all chapters. Although the book covers primarily material that is now fairly standard, this edition emphasizes methods that are both state-of-the-art and popular in emerging fields such as Data Sciences, Machine Learning, and Decision Analytics.

Название: Artificial Intelligence in Healthcare
Автор: Lalit Garg, Sebastian Basterrech
Издательство: Springer
Год: 2022
Страниц: 157
Язык: английский
Формат: pdf (true), epub
Размер: 17.6 MB

This book highlights the analytics and optimization issues in healthcare systems, proposes new approaches, and presents applications of innovative approaches in real facilities. In the past few decades, there has been an exponential rise in the application of swarm intelligence techniques for solving complex and intricate problems arising in healthcare. The versatility of these techniques has made them a favorite among scientists and researchers working in diverse areas. The primary objective of this book is to bring forward thorough, in-depth, and well-focused developments of hybrid variants of swarm intelligence algorithms and their applications in healthcare systems.

Название: R-CALCULUS: A Logic of Belief Revision
Автор: Wei Li, Yuefei Sui
Издательство: Springer
Год: 2021
Формат: true pdf/epub
Страниц: 210
Размер: 17.1 Mb
Язык: English

This book introduces new models based on R-calculus and theories of belief revision for dealing with large and changing data. It extends R-calculus from first-order logic to propositional logic, description logics, modal logic and logic programming, and from minimal change semantics to subset minimal change, pseudo-subformula minimal change and deduction-based minimal change (the last two minimal changes are newly defined). And it proves soundness and completeness theorems with respect to the minimal changes in these logics.