Название: Training Data for Machine Learning Models (Early Release)
Автор: Anthony Sarkis
Издательство: O’Reilly Media
Год: First Release 2021-05-21; Third Release 2022-02-23
Формат: epub, pdf(conv.)
Размер: 13.6 Mb, 19.9 Mb
Язык: English

Your training data has as much to do with the success of your data project as the algorithms themselves--most failures in deep learning systems relate to training data. But while training data is the foundation for successful machine learning, there are few comprehensive resources to help you ace the process.

Название: Advance Concepts of Image Processing and Pattern Recognition: Effective Solution for Global Challenges
Автор: Narendra Kumar, Celia Shahnaz, Krishna Kumar
Издательство: Springer
Год: 2022
Страниц: 233
Язык: английский
Формат: pdf (true), epub
Размер: 49.2 MB

The book explains the important concepts and principles of image processing to implement the algorithms and techniques to discover new problems and applications. It contains numerous fundamental and advanced image processing algorithms and pattern recognition techniques to illustrate the framework. It presents essential background theory, shape methods, texture about new methods, and techniques for image processing and pattern recognition. It maintains a good balance between a mathematical background and practical implementation. This book also contains the comparison table and images that are used to show the results of enhanced techniques. This book consists of novel concepts and hybrid methods for providing effective solutions for society. It also includes a detailed explanation of algorithms in various programming languages like MATLAB, Python, etc. The security features of image processing like image watermarking and image encryption etc. are also discussed in this book.

Название: Быстрое Прототипирование с JS. Гибкая Разработка на jаvascript
Автор: Мардан Азат
Издательство: Интернет-издание
Год: 2014
Страниц: 236
Формат: pdf/djvu
Размер: 10 мб

Это практичная книга которая знакомит вас с быстрым прототипированием программного обеспечения, используя передовые веб- и мобильные технологии, включающие Node.js, MongoDB, Twitter Bootstrap, LESS, jQuery, Parse.com, Heroku и другие.

Название: Architecting for Scale: How to Maintain High Availability and Manage Risk in the Cloud, 2nd Edition
Автор: Lee Atchison
Издательство: O'Reilly Media
Год: 2020
Страниц: 269
Язык: английский
Формат: pdf (true), epub (true)
Размер: 13.8 MB

Every day, companies struggle to scale critical applications. As traffic volume and data demands increase, these applications become more complicated and brittle, exposing risks and compromising availability. With the popularity of software as a service, scaling has never been more important.

Название: 97 Things Every Scrum Practitioner Should Know: Collective Wisdom from the Experts
Автор: Gunther Verheyen
Издательство: O'Reilly Media
Год: 2020
Страниц: 279
Язык: английский
Формат: pdf (true), epub
Размер: 32.8 MB, 29.4 MB

Improve your understanding of Scrum through the proven experience and collected wisdom of experts around the world. Based on real-life experiences, the 97 essays in this unique book provide a wealth of knowledge and expertise from established practitioners who have dealt with specific problems and challenges with Scrum. Although Scrum gradually became the most adopted definition of Agile, there remain plenty of important challenges for us Scrum practitioners. Not only do we face the ongoing task of correcting the many misunderstandings that exist regarding Scrum—we also keep looking for the best possible ways and channels to provide information for those who are new to Scrum, and for those who want to improve their understanding of the Scrum framework.

Название: Practical Cloud Native Security with Falco: Risk and Threat Detection for Containers, Kubernetes, and Cloud (Third Early Release)
Автор: Loris Degioanni, Leonardo Grasso
Издательство: O’Reilly Media, Inc.
Год: 2022-02-22
Страниц: 195
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

As more and more organizations migrate their applications to the cloud, cloud native computing has become the dominant way to approach software development and execution. In the meantime, security threats are growing more sophisticated and widespread every day. Protecting your applications from these threats requires the ability to defend them at runtime, when they're most vulnerable to attacks. This practical guide introduces you to Falco, the open source standard for continuous risk and threat detection across Kubernetes, containers, and the cloud. Falco creator Loris Degioanni and core maintainer Leonardo Grasso bring you up to speed on cloud native threat detection basics and show you how to get Falco up and running.

Название: Computational Intelligence in Recent Communication Networks
Автор: Mariya Ouaissa, Zakaria Boulouard
Издательство: Springer
Год: 2022
Страниц: 279
Язык: английский
Формат: pdf (true), epub
Размер: 36.8 MB

This book focuses on the use of Artificial Intelligence and Machine Learning (AI/ML) based techniques to solve issues related to communication networks, their layers, as well as their applications. The book first offers an introduction to recent trends regarding communication networks. The authors then provide an overview of theoretical concepts of AI/ML, techniques and protocols used in different layers of communication. Furthermore, this book presents solutions that help analyze complex patterns in user data and ultimately improve productivity. Throughout, AI/ML-based solutions are provided, for topics such as signal detection, channel modeling, resource optimization, routing protocol design, transport layer optimization, user/application behavior prediction, software-defined networking, congestion control, communication network optimization, security, and anomaly detection. The book features chapters from a large spectrum of authors including researchers, students, as well as industrials involved in research and development.

Название: Azure Arc-enabled Data Services Revealed: Deploying Azure Data Services on Any Infrastructure 2nd Edition
Автор: Ben Weissman, Anthony E. Nocentino
Издательство: Apress
Год: 2022
Формат: true pdf/epub
Страниц: 184
Размер: 26.6 Mb
Язык: English

Get introduced to Azure Arc-enabled Data Services and the powerful capabilities to deploy and manage local, on-premises, and hybrid cloud data resources using the same centralized management and tooling you get from the Azure cloud. This book shows how you can deploy and manage databases running on SQL Server and Postgres in your corporate data center or any cloud as if they were part of the Azure platform. This second edition has been updated to the latest codebase, allowing you to use this book as your handbook to get started with Azure Arc-enabled Data Services today.

Название: Handbook of Digital Face Manipulation and Detection: From DeepFakes to Morphing Attacks
Автор: Christian Rathgeb, Ruben Tolosana
Издательство: Springer
Серия: Advances in Computer Vision and Pattern Recognition
Год: 2022
Страниц: 481
Язык: английский
Формат: pdf (true)
Размер: 13.5 MB

This book provides the first comprehensive collection of studies dealing with the hot topic of digital face manipulation such as DeepFakes, Face Morphing, or Reenactment. It combines the research fields of biometrics and media forensics including contributions from academia and industry. Appealing to a broad readership, introductory chapters provide a comprehensive overview of the topic, which address readers wishing to gain a brief overview of the state-of-the-art. Subsequent chapters, which delve deeper into various research challenges, are oriented towards advanced readers. Moreover, the book provides a good starting point for young researchers as well as a reference guide pointing at further literature. Hence, the primary readership is academic institutions and industry currently involved in digital face manipulation and detection. The book could easily be used as a recommended text for courses in image processing, Machine Learning, media forensics, biometrics, and the general security area.

Название: Паскаль. Программирование на языке высокого уровня
Автор: Павловская Т.А.
Издательство: Питер
Год выхода: 2007
Страниц: 400
Формат: PDF
Язык: русский
Размер: 62,3 MB

Учебник содержит последовательное изложение основ программирования на примере языка Паскаль, необходимую для практической работы справочную информацию, тестовые вопросы и индивидуальные задания для лабораторных работ и полностью соответствует Государственному образовательному стандарту. Правильность выполнения лабораторных работ и тестов можно проверить с помощью интернет-поддержки учебника, этим обеспечивается единый высокий уровень качества обучения.