Название: Terraform: Up & Running: Writing Infrastructure as Code, 3rd Edition (Final)
Автор: Yevgeniy Brikman
Издательство: O’Reilly Media, Inc.
Год: 2022
Страниц: 585
Язык: английский
Формат: pdf (true), epub
Размер: 17.0 MB

Terraform has become a key player in the DevOps world for defining, launching, and managing infrastructure as code (IaC) across a variety of cloud and virtualization platforms, including AWS, Google Cloud, Azure, and more. This hands-on third edition, expanded and thoroughly updated for version 1.0 and beyond, shows you the fastest way to get up and running with Terraform. Gruntwork cofounder Yevgeniy (Jim) Brikman takes you through code examples that demonstrate Terraform's simple, declarative programming language for deploying and managing infrastructure with a few commands. Veteran sysadmins, DevOps engineers, and novice developers will quickly go from Terraform basics to running a full stack that can support a massive amount of traffic and a large team of developers.

Название: Advanced Metaheuristic Algorithms and Their Applications in Structural Optimization
Автор: Ali Kaveh, Kiarash Biabani Hamedani
Издательство: Springer
Серия: Studies in Computational Intelligence
Год: 2022
Страниц: 369
Язык: английский
Формат: pdf (true)
Размер: 17.1 MB

The main purpose of the present book is to develop a general framework for population-based metaheuristics based on some basic concepts of set theory. The idea of the framework is to divide the population of individuals into subpopulations of identical sizes. Therefore, in each iteration of the search process, different subpopulations explore the search space independently but simultaneously. The framework aims to provide a suitable balance between exploration and exploitation during the search process. A few chapters containing algorithm-specific modifications of some state-of-the-art metaheuristics are also included to further enrich the book.

Название: Programming with Python
Автор: T.R. Padmanabhan
Издательство: Springer
Год: 2016
Страниц: 349
Язык: английский
Формат: pdf (true), epub
Размер: 18.2 MB

Based on the latest version of the language, this book offers a self-contained, concise and coherent introduction to programming with Python. The book’s primary focus is on realistic case study applications of Python. Each practical example is accompanied by a brief explanation of the problem-terminology and concepts, followed by necessary program development in Python using its constructs, and simulated testing. Given the open and participatory nature of development, Python has a variety of incorporated data structures, which has made it difficult to present it in a coherent manner. Further, some advanced concepts (super, yield, generator, decorator, etc.) are not easy to explain. The book specially addresses these challenges; starting with a minimal subset of the core, it offers users a step-by-step guide to achieving proficiency. So embrace Python—the language by the people, of the people, for the people.

Название: Reliable Machine Learning
Автор: Cathy Chen, Niall Richard Murphy, Kranti Parisa, D. Sculley and Todd Underwood
Издательство: O’Reilly Media
Год: 2022
Формат: ePUB
Размер: 10 Mb
Язык: English

Whether you're part of a small startup or a planet-spanning megacorp, this practical book shows data scientists, SREs, and business owners how to run ML reliably, effectively, and accountably within your organization. You'll gain insight into everything from how to do model monitoring in production to how to run a well-tuned model development team in a product organization.

Название: Deep Learning for Social Media Data Analytics
Автор: Tzung-Pei Hong, Leticia Serrano-Estrada, Akrati Saxena, Anupam Biswas
Издательство: Springer
Год: 2022
Формат: True PDF
Страниц: 297
Размер: 10 Mb
Язык: English

This edited book covers ongoing research in both theory and practical applications of using deep learning for social media data. Social networking platforms are overwhelmed by different contents, and their huge amounts of data have enormous potential to influence business, politics, security, planning and other social aspects. Recently, deep learning techniques have had many successful applications in the AI field.

Название: Security as Code: DevSecOps Patterns with AWS (Second Early Release)
Автор: BK Sarthak Das, Virginia Chu
Издательство: O’Reilly Media, Inc.
Год: 2022-09-20
Язык: английский
Формат: epub (true), mobi
Размер: 10.2 MB

DevOps engineers, developers, and security engineers have ever-changing roles to play in today's cloud native world. In order to build secure and resilient applications, you have to be equipped with security knowledge. Enter security as code. In this book, authors BK Sarthak Das and Virginia Chu demonstrate how to use this methodology to secure any application and infrastructure you want to deploy. With Security as Code, you'll learn how to create a secure containerized application with Kubernetes using CI/CD tooling from AWS and open source providers. This practical book also provides common patterns and methods to securely develop infrastructure for resilient and highly available backups that you can restore with just minimal manual intervention.

Название: Flutter and Dart Cookbook (Fifth Early Release)
Автор: Rich Rose
Издательство: O’Reilly Media, Inc.
Год: 2022-09-16
Страниц: 112
Язык: английский
Формат: epub (true), mobi
Размер: 10.3 MB

Learn the essentials of working with Flutter and Dart to build full stack applications that meet the needs of a cloud-driven world. Together, the Flutter open source UI software development kit and the Dart programming language for client development provide a unified solution to building applications capable of targeting multiple platforms. Recipes in this cookbook show you how this potent combination provides an efficient approach to application development. Typically used in frontend development, Flutter helps you develop cross-platform applications for Android, iOS, Linux, Mac, Windows, and the Google Fuchsia operating system. The Dart SDK provides native access to third-party solutions, including APIs, databases, and authentication. When used in concert with Flutter, Dart allows you to compile source code ahead of time to native code.

Название: MATLAB Partial Differential Equation Toolbox: User's Guide (R2022b)
Автор: MathWorks
Издательство: The MathWorks, Inc
Год: September 2022
Страниц: 2064
Язык: английский
Формат: pdf (true)
Размер: 16.8 MB

Partial Differential Equation Toolbox provides functions for solving structural mechanics, heat transfer, and general partial differential equations (PDEs) using finite element analysis. You can perform linear static analysis to compute deformation, stress, and strain. For modeling structural dynamics and vibration, the toolbox provides a direct time integration solver. You can analyze a component’s structural characteristics by performing modal analysis to find natural frequencies and mode shapes. You can model conduction-dominant heat transfer problems to calculate temperature distributions, heat fluxes, and heat flow rates through surfaces. You can also solve standard problems such as diffusion, electrostatics, and magnetostatics, as well as custom PDEs.

Название: Автоматизация предприятия с помощью Python
Автор: Агравал А.
Издательство: BPB Online
Год: 2022
Формат: pdf
Страниц: 203
Размер: 21 mb
Язык: Русский

В данной книге приводятся реальные примеры того, как читатели могут внедрять автоматизацию бизнес-процессов на своих предприятиях, а также решать обычные офисные задачи с помощью языка Python и его библиотек реализации элементов ИИ. Эта книга научит вас создавать, читать, изменять и извлекать данные из документов Excel, Word и PDF с помощью программирования на языке Python. Также Вы узнаете, как можно в автоматическом режиме извлекать данные с веб-сайтов, PDF-документов, работать с электронной почтой Gmail и Outlook, а также мессенжером WhatsApp. Отдельный раздел книги будет интересен тем, кто желает автоматизировать с помощью языка Python извлечение текста из изображений и отсканированных документов.

Название: Security Chaos Engineering: Developing Resilience and Safety at Speed and Scale (Early Release)
Автор: Kelly Shortridge, Aaron Rinehart
Издательство: O’Reilly Media, Inc.
Год: 2022-09-07
Язык: английский
Формат: epub (true), mobi
Размер: 10.3 MB

Information security is broken. Year after year, attackers remain unchallenged and undeterred, while engineering teams feel mounting pressure to design, build, and operate "secure" systems. Attacks can't be prevented, mental models of systems are incomplete, and our digital world constantly evolves. How can we verify that our systems behave the way we expect? What can we do to improve our systems' resilience? In this pragmatic and comprehensive guide, authors Kelly Shortridge and Aaron Rinehart help you navigate the challenges of securing complex software systems. Using the principles and practices of security chaos engineering, they explore how you can cultivate resilience across the software delivery lifecycle.