Название: Machine Learning Algorithms and Applications: Theory and Applications
Автор: Mettu Srinivas, G. Sucharitha
Издательство: Wiley-Scrivener
Год: 2021
Страниц: 305
Язык: английский
Формат: pdf, epub
Размер: 21.4 MB

Machine Learning Algorithms is for current and ambitious machine learning specialists looking to implement solutions to real-world machine learning problems. It talks entirely about the various applications of machine and deep learning techniques, with each chapter dealing with a novel approach of machine learning architecture for a specific application, and then compares the results with previous algorithms. The book discusses many methods based in different fields, including statistics, pattern recognition, neural networks, artificial intelligence, sentiment analysis, control, and data mining, in order to present a unified treatment of machine learning problems and solutions. All learning algorithms are explained so that the user can easily move from the equations in the book to a computer program.

Название: Hands-on Site Reliability Engineering: Build Capability to Design, Deploy, Monitor, and Sustain Enterprise Software Systems at Scale
Автор: Shamayel Mohammed Farooqui, Vishnu Vardhan Chikoti
Издательство: BPB Publications
Год: 2021
Формат: ePUB, PDF
Страниц: 236
Размер: 10 Mb
Язык: English

Hands-on Site Reliability Engineering (SRE) brings you a tailor-made guide to learn and practice the essential activities for the smooth functioning of enterprise systems, right from designing to the deployment of enterprise software programs and extending to scalable use with complete efficiency and reliability.

Название: A Python Guide for Web Scraping
Автор: Pradumna Milind Panditrao
Издательство: BPB Publications
Год: 2021
Формат: ePUB, PDF
Страниц: 132
Размер: 10 Mb
Язык: English

A Python Guide for Web Scraping is a book that will give information about the importance of web scraping using Python. It includes real-time examples of web scraping. It implies the automation use cases of web scraping as well. It gives information about the different tools and libraries of web scraping so that readers get a wide idea about the features and existence of web scraping.

Название: Concepts and Semantics of Programming Languages 2: Modular and Object-oriented Constructs with OCaml, Python, C++, Ada, Java
Автор: Therese Hardin, Mathieu Jaume, Francois Pessaux, Veronique Viguie Donzeau-Gouge
Издательство: Wiley
Год: 2021
Формат: PDF
Страниц: 265
Размер: 10 Mb
Язык: English

This book – composed of two volumes – explores the syntactical constructs of the most common programming languages, and sheds a mathematical light on their semantics, providing also an accurate presentation of the material aspects that interfere with coding.
Concepts and Semantics of Programming Languages 2 presents an original semantic model, collectively taking into account all of the constructs and operations of modules and classes: visibility, import, export, delayed definitions, parameterization by types and values, extensions, etc. The model serves for the study of Ada and OCaml modules, as well as C header files. It can be deployed to model object and class features, and is thus used to describe Java, C++, OCaml and Python classes.

Название: Data Science: Theory, Algorithms, and Applications
Автор: Gyanendra K. Verma, Badal Soni, Salah Bourennane, Alexandre C. B. Ramos
Издательство: Springer
Год: 2021
Формат: PDF
Страниц: 444
Размер: 15 Mb
Язык: English

This book targets an audience with a basic understanding of deep learning, its architectures, and its application in the multimedia domain. Background in machine learning is helpful in exploring various aspects of deep learning. Deep learning models have a major impact on multimedia research and raised the performance bar substantially in many of the standard evaluations. Moreover, new multi-modal challenges are tackled, which older systems would not have been able to handle. However, it is very difficult to comprehend, let alone guide, the process of learning in deep neural networks, there is an air of uncertainty about exactly what and how these networks learn.

Название: C# 5.0 и платформа .NET 4.5 для профессионалов
Автор: Нейгел К., Ивьен Б., Глинн Д. и др.
Издательство: М. : Вильямс
Год: 2014
Cтраниц: 1440
Формат: pdf
Размер: 55 мб
Язык: русский

Это всеобъемлющее руководство посвящено языку C# 5 и платформе .NET 4.5. Оно поможет обрести знания, необходимые для разработки приложений для Windows, веб-приложений и приложений в стиле Windows 8 с применением C# 5 и .NET 4.5. После краткого обзора основ языка C# признанные эксперты в предметной области предлагают детальное рассмотрение последних дополнений языка и платформы, а также новых средств разработки через тестирование и параллельного программирования.

Название: The Art of Algorithm Design
Автор: Sachi Nandan Mohanty, Pabitra Kumar Tripathy, Suneeta Satpathy
Издательство: CRC Press
Год: 2022
Формат: PDF
Страниц: 319
Размер: 10,3 Mb
Язык: English

The Art of Algorithm Design is a complementary perception of all books on algorithm design and is a roadmap for all levels of learners as well as professionals dealing with algorithmic problems. Further, the book provides a comprehensive introduction to algorithms and covers them in considerable depth, yet makes their design and analysis accessible to all levels of readers. All algorithms are described and designed with a "pseudo-code" to be readable by anyone with little knowledge of programming.

Название: Evolutionary Optimization Algorithms
Автор: Altaf Q. H. Badar
Издательство: CRC Press
Год: 2022
Формат: PDF
Страниц: 274
Размер: 25 Mb
Язык: English

This comprehensive reference text discusses evolutionary optimization techniques, to find optimal solutions for single and multi-objective problems.
The text presents each evolutionary optimization algorithm along with its history and other working equations. It also discusses variants and hybrids of optimization techniques. The text presents step-by-step solution to a problem and includes software’s like MATLAB and Python for solving optimization problems. It covers important optimization algorithms including single objective optimization, multi objective optimization, Heuristic optimization techniques, shuffled frog leaping algorithm, bacteria foraging algorithm and firefly algorithm.

Название: Язык программирования Go. Руководство 2016
Автор: Крюков Е.А.
Издательство: Accent Graphics communications
Год: 2016
Формат: pdf
Страниц: 235
Размер: 11 mb
Язык: русский

Go – это язык программирования нового поколения, разрабатываемый в недрах Google изначально для собственных нужд, а ныне поддерживаемый OpenSource-сообществом. Совмещая простоту и мощность, Go вполне способен заменить С/С++ и jаvascript, как бы это странно ни звучало.
Книга поможет вам познакомиться с языком Go поближе, узнать о его предназначении и преимуществах, и о том, как писать программы на этом языке.

Название: Advanced AI Techniques and Applications in Bioinformatics
Автор: Loveleen Gaur, Arun Solanki
Издательство: CRC Press
Год: 2022
Страниц: 283
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

The advanced AI techniques are essential for resolving various problematic aspects emerging in the field of bioinformatics. This book covers the recent approaches in artificial intelligence and machine learning methods and their applications in Genome and Gene editing, cancer drug discovery classification, and the protein folding algorithms among others. Deep learning, which is widely used in image processing, is also applicable in bioinformatics as one of the most popular artificial intelligence approaches. The wide range of applications discussed in this book are an indispensable resource for computer scientists, engineers, biologists, mathematicians, physicians, and medical informaticists.