Название: Линейное программирование: Руководство к решению задач
Автор: Лунгу К.Н.
Издательство: М.: Физматлит
Год: 2005
Cтраниц: 130
Формат: pdf
Размер: 13 мб
Язык: русский

В пособии отражен многолетний опыт чтения лекций и проведения практических занятий по линейному программированию. Основное внимание уделено симплексному методу и его реализации наиболее экономным способом при помощи таблиц Гаусса. Рассмотрены случаи сведения симплексного метода к наглядному геометрическому способу.

Название: Practical Machine Learning for Computer Vision: End-to-End Machine Learning for Images
Автор: Valliappa Lakshmanan, Martin Gorner, and Ryan Gillard
Издательство: O’Reilly Media
Год: 2021
Формат: True PDF, ePUB
Страниц: 482
Размер: 56,1 Mb, 52,7 Mb
Язык: English

This practical book shows you how to employ machine learning models to extract information from images. ML engineers and data scientists will learn how to solve a variety of image problems including classification, object detection, autoencoders, image generation, counting, and captioning with proven ML techniques. This book provides a great introduction to end-to-end deep learning: dataset creation, data preprocessing, model design, model training, evaluation, deployment, and interpretability.

Название: Cloud without Compromise: Hybrid Cloud for the Enterprise
Автор: Paul Zikopoulos and Christopher Bienko with Chris Backer, Chris Konarski, and Sai Vennam
Издательство: O’Reilly Media
Год: 2021
Формат: True PDF, ePUB
Страниц: 228
Размер: 10 Mb
Язык: English

Many companies claim to have "gone to the cloud," yet returns from their efforts are meager, and sometimes worse. Why? Because they've defined cloud as a destination, not a capability. Using cloud as a single-vendor, one-stop destination is fiction; in practice, you'll require a mosaic of capabilities across several vendors. Your data strategy needs to follow a hybrid multicloud model, one that delivers cloud's value at destinations you choose. This practical guide from IBM experts provides business leaders and C-level executives with guidelines from Agile development, microservices, and open source solutions–including pro tips for strengthening operations along the way. Apply in-the-field best practices and lessons learned as you define your hybrid cloud strategy and drive your company's transformation strategy.

Название: Программирование для детей. Учимся создавать сайты, приложения и игры. HTML, CSS и jаvascript
Автор: Уитни Дэвид
Издательство: Питер
Год: 2018
Формат: PDF
Страниц: 210
Размер: 218 Mb
Язык: Русский

Думаешь, программировать - это сложно? Вовсе нет! Профессор Бейрстоун и доктор Дэй (и, конечно, Эрнест) играючи научат этому всего за шесть увлекательных приключений!
Создавать собственные сайты, игры или приложения с помощью HTML, CSS и jаvascript - это весело и увлекательно.

Название: Implementing Enterprise Cybersecurity with Open-source Software and Standard Architecture
Автор: Anand Handa, Rohit Negi, Sandeep K. Shukla
Издательство: ‎River Publishers
Год: 2021
Формат: EPUB, PDF
Размер: 13 Мб
Язык: английский / English

Many small and medium scale businesses cannot afford to procure expensive cybersecurity tools. In many cases, even after procurement, lack of a workforce with knowledge of the standard architecture of enterprise security, tools are often used ineffectively. The editors have developed multiple projects which can help in developing cybersecurity solution architectures and the use of the right tools from the open-source software domain. This book has 8 chapters describing these projects in detail with recipes on how to use open-source tooling to obtain standard cyber defense and the ability to do self-penetration testing and vulnerability assessment. This book also demonstrates work related to malware analysis using machine learning and implementation of honeypots, network Intrusion Detection Systems in a security operation center environment. It is essential reading for cybersecurity professionals and advanced students.

Название: Q# Pocket Guide: Instant Help for Q# Developers (Early Release)
Автор: Mariia Mykhailova
Издательство: O’Reilly Media, Inc.
Год: 2021-08-25
Язык: английский
Формат: pdf, rtf, epub
Размер: 10.15 MB

Q# is a domain-specific language for quantum programming that combines familiar "classical" language constructs with quantum-specific ones. Ideal for any developer familiar with--or willing to learn--the basics of quantum computing, this pocket guide quickly helps you find syntax and usage information for unfamiliar aspects of Q#. You'll explore the quantum software development lifecycle, from implementing the program to testing and debugging it to running it on quantum hardware, and you'll learn to use the tools provided by Microsoft's Quantum Development Kit for each step of the process.

Название: Cloud Native Integration with Apache Camel Building Agile and Scalable Integrations for Kubernetes Platforms
Автор: Guilherme Camposo
Издательство: Apress
Год: 2021
Формат: ePUB, PDF
Страниц: 282
Размер: 10 Mb
Язык: English

Address the most common integration challenges, by understanding the ins and outs of the choices and exemplifying the solutions with practical examples on how to create cloud native applications using Apache Camel. Camel will be our main tool, but we will also see some complementary tools and plugins that can make our development and testing easier, such as Quarkus, and tools for more specific use cases, such as Apache Kafka and Keycloak.

Название: Natural Language Processing Recipes. Unlocking Text Data with Machine Learning and Deep Learning Using Python 2nd Edition
Автор: Akshay Kulkarni, Adarsha Shivananda
Издательство: Apress
Год: 2021
Формат: ePUB, PDF
Страниц: 302
Размер: 11,5 Mb
Язык: English

Focus on implementing end-to-end projects using Python and leverage state-of-the-art algorithms. This book teaches you to efficiently use a wide range of natural language processing (NLP) packages to: implement text classification, identify parts of speech, utilize topic modeling, text summarization, sentiment analysis, information retrieval, and many more applications of NLP.

Название: Learning Algorithms: A Programmer's Guide to Writing Better Code
Автор: George T. Heineman
Издательство: O’Reilly Media
Год: 2021
Формат: True PDF, ePUB
Страниц: 281
Размер: 11,3 Mb, 10 Mb
Язык: English

When it comes to writing efficient code, every software professional needs to have an effective working knowledge of algorithms. In this practical book, author George Heineman (Algorithms in a Nutshell) provides concise and informative descriptions of key algorithms that improve coding in multiple languages. Software developers, testers, and maintainers will discover how algorithms solve computational problems creatively.
Each chapter builds on earlier chapters through eye-catching visuals and a steady rollout of key concepts, including an algorithm analysis to classify the performance of every algorithm presented in the book. At the end of each chapter, you'll get to apply what you've learned to a novel challenge problem--simulating the experience you might find in a technical code interview.

Название: Build SPA with React and Wagtail
Автор: Michael Yin
Издательство: Leanpub
Год: 2021-01-14
Страниц: 170
Язык: английский
Формат: pdf (true) +code
Размер: 10.1 MB

This book will teach you how to build a SPA (single-page application) with React and Wagtail CMS. By the end of this course, you will be able to: - Understand Docker and use Docker Compose to do development; - Build a REST API for Wagtail CMS; - Use the Django shell to test code and check data; - Test the REST API and generate test coverage report; - Use the factory package to help create test data; - Build a React app from create-react-app; - Understand React Components and the component lifecycle; - Understand React router; - Use Storybook to develop React Components; - Test React components and the frontend app; - Make React app work with Wagtail preview; - Deploy the production app to DigitalOcean