Название: Ultimate Docker for Cloud Native Applications: Unleash Docker Ecosystem by Optimizing Image Creation, Storage and Networking Management, Deployment Strategies to Revolutionize Workflow, Scalability, and Security
Автор: Meysam Azad
Издательство: Orange Education Pvt Ltd, AVA
Год: 2024
Страниц: 422
Язык: английский
Формат: epub (true)
Размер: 16.4 MB

Unlock the Power of Docker to Revolutionize Your Development and Deployment Strategie. Embark on an enriching Docker journey with this definitive guide meticulously designed to take you from foundational knowledge to advanced mastery. This book adopts a holistic approach to containerization, starting with essential concepts, Docker's intricacies, and then moving on to an exploration of core concepts and architecture. You will then move seamlessly through building and managing Docker images, navigating networking challenges, and mastering the art of persistent data management. Each chapter builds upon the last, ensuring a thorough grasp of Docker's intricacies. The book will help you streamline deployment with Docker Compose, scale applications through Docker Swarm, fortify deployments with security insights, and seamlessly integrate Docker into your CI/CD pipelines. Push the boundaries further with discussions on Docker in cloud platforms, an introduction to Kubernetes, and advanced Docker concepts. Authored by a seasoned Senior Site Reliability Engineer (SRE), this book goes beyond the theoretical by providing insider insights, best practices, and real-world scenarios. Bridging the gap between concepts and applications, it serves as your trusted companion in navigating Docker complexities.

Название: Software Requirements Essentials: Core Practices for Successful Business Analysis (Final)
Автор: Karl Wiegers, Candase Hokanson
Издательство: Addison-Wesley/Pearson Education
Год: 2023
Страниц: 200
Язык: английский
Формат: pdf (true), epub (true)
Размер: 12.5 MB

20 Best Practices for Developing and Managing Requirements on Any Project. Software Requirements Essentials presents 20 core practices for successful requirements planning, elicitation, analysis, specification, validation, and management. Leading requirements experts Karl Wiegers and Candase Hokanson focus on the practices most likely to deliver superior value for both traditional and agile projects, in any application domain. These core practices help teams understand business problems, engage the right participants, articulate better solutions, improve communication, implement the most valuable functionality in the right sequence, and adapt to change and growth. Concise and tightly focused, this book offers just enough pragmatic "how-to" detail for you to apply the core practices with confidence, whether you're a business analyst, requirements engineer, product manager, product owner, or developer. Using it, your entire team can build a shared understanding of key concepts, terminology, techniques, and rationales--and work together more effectively on every project.

Название: The Scrum Anti-Patterns Guide: Challenges Every Scrum Team Faces and How to Overcome Them
Автор: Stefan Wolpers
Издательство: Addison-Wesley Professional/Pearson Education
Год: 2024
Страниц: 417
Язык: английский
Формат: pdf (true), epub
Размер: 10.7 MB

Unlock Scrum success for beginners and experts alike with The Scrum Anti-Patterns Guide, your key to understanding and elevating Scrum practices. Scrum is simple to understand but difficult to master. As a framework, Scrum is particularly challenging as there is no formal education tailored to these roles and no comprehensive set of practices readily available to those interested in applying it. The Scrum Guide 2020 describes its underlying principles only in the broadest strokes--from applying Scrum to complex adaptive problems to embracing self-management--but the Scrum Guide is not at all prescriptive about how Scrum Teams work. The Scrum Anti-Patterns Guide compiles the most common challenges that every Scrum Team faces and how to remedy them. Stefan Wolpers uses the Scrum Guide as a template to structure the content, thus supporting the junior practitioners Scrum discovery journey (categorized by roles, events, artifacts, and commitments) while allowing the more experienced reader to use the book to reference individual problems or situations.

Название: Beyond the Algorithm: AI, Security, Privacy, and Ethics (Final)
Автор: Omar Santos, Petar Radanliev
Издательство: Addison-Wesley Professional/Pearson Education
Год: 2024
Страниц: 337
Язык: английский
Формат: pdf (true), epub (true)
Размер: 10.3 MB

This book is a comprehensive, cutting-edge guide designed to educate readers on the essentials of Artificial Intelligence (AI) and Machine Learning (ML), while emphasizing the crucial aspects of security, ethics, and privacy. The book aims to equip AI practitioners, IT professionals, data scientists, security experts, policy-makers, and students with the knowledge and tools needed to develop, deploy, and manage AI and ML systems securely and responsibly. The book is divided into several sections, each focusing on a specific aspect of AI. It begins by introducing the fundamentals of AI technolgies, providing an overview of their history, development, and various types. This is followed by a deep dive into popular AI algorithms and large language models (LLMs), including GPT-4, that are at the forefront of AI innovation.

Название: Python Coding Tricks and Tips - 17Th Edition 2024
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2024
Язык: английский
Формат: pdf
Размер: 39.7 MB

Python Coding Tricks and Tips - это идеальное цифровое издание для пользователей, которые хотят поднять свой набор навыков на новый уровень. Вы хотите повысить свой пользовательский опыт? Или хотите получить инсайдерские знания? Хотите учиться непосредственно у экспертов в своей области? Узнать о многочисленных приемах, которые используют профессионалы? На страницах нового руководства для продвинутых пользователей вы узнаете все, что вам нужно знать, чтобы стать более уверенным, умелым и опытным пользователем, который будет извлекать максимальную пользу из своего кодирования и, в конечном счете, из самого программирования Python. Это достижение вы можете заслужить, просто позволив нам эксклюзивно помочь вам и научить вас тем способностям, которые мы приобрели за десятилетия нашего опыта.

Название: Intro To Machine Learning with PyTorch
Автор: Stefan Weiß
Издательство: Independently published
Год: November 10, 2023
Язык: английский
Формат: pdf
Размер: 10.1 MB

Dive into the world of intelligent systems with 'Intro to Machine Learning with PyTorch.' This comprehensive ebook serves as your gateway to understanding the fundamentals of Machine Learning using PyTorch, a powerful open-source Machine Learning library. Whether you're a beginner or have some experience in the field, this guide offers a clear and structured approach to learning the essentials of Machine Learning. Explore the key concepts and techniques that drive Machine Learning algorithms while focusing on PyTorch's functionalities. From the basics of tensors and operations to building and training neural networks, this ebook provides hands-on examples and practical exercises to reinforce your understanding.

Название: Fortran with Python: Integrating legacy systems with Python
Автор: Hayden Van Der Post, Vincent Bisette
Издательство: Reactive Publishing
Год: 2024
Страниц: 295
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

"Fortran with Python: Integrating Legacy Systems with Python" is a groundbreaking guide that bridges the gap between the robust, time-tested capabilities of Fortran and the modern, versatile power of Python. This book is a must-have for developers, engineers, and IT professionals seeking to revitalize and extend the life of their legacy Fortran systems through integration with Python's dynamic programming environment. Dive into a comprehensive exploration that begins with the fundamentals of Fortran and Python, highlighting their distinct advantages and how they can complement each other. Whether you're a seasoned programmer in one language looking to learn the other, or you're new to both, this book offers a clear path forward, demystifying the integration process. "Fortran with Python" provides practical, step-by-step instructions for leveraging Python's libraries and tools to enhance Fortran's computational efficiency, manage data more effectively, and introduce GUIs to legacy applications. Readers will learn how to call Fortran code from Python and vice versa, enabling the best of both worlds: the unparalleled computational power and speed of Fortran and the simplicity and flexibility of Python.

Название: Machine Learning Q and AI: 30 Essential Questions and Answers on Machine Learning and AI
Автор: Sebastian Raschka
Издательство: No Starch Press
Год: 2024
Страниц: 325
Язык: английский
Формат: pdf, epub
Размер: 28.8 MB

If you’re ready to venture beyond introductory concepts and dig deeper into Machine Learning, Deep Learning, and AI, the question-and-answer format of Machine Learning Q and AI will make things fast and easy for you, without a lot of mucking about. Born out of questions often fielded by author Sebastian Raschka, the direct, no-nonsense approach of this book makes advanced topics more accessible and genuinely engaging. Each brief, self-contained chapter journeys through a fundamental question in AI, unraveling it with clear explanations, diagrams, and hands-on exercises. This book adopts a unique Q&A style, where each brief chapter is structured around a central question related to fundamental concepts in Machine Learning, Deep Learning, and AI. Every question is followed by an explanation, with several illustrations and figures, as well as exercises to test your understanding. Many chapters also include references for further reading. These bite-sized nuggets of information provide an enjoyable jumping-off point on your journey from Machine Learning beginner to expert.

Название: The Kubernetes Book: 2024 Edition
Автор: Nigel Poulton
Издательство: Leanpub
Год: 2024-02-03
Страниц: 308
Язык: английский
Формат: pdf (true)
Размер: 16.4 MB

2024 edition. Fully updated for Kubernetes v1.29. Brand new chapter covering WebAssembly on Kubernetes. The Kubernetes Book, by Nigel Poulton, renowned author and video trainer, is up to date with the latest trends in Kubernetes and the rapidly evolving cloud-native ecosystem. Containers transformed how we package and deploy applications, but they came with inherent challenges. Kubernetes is a platform for deploying and managing containerised applications at scale. It also abstracts underlying infrastructure, making it easier to deploy and manage applications across heterogenous clouds and on-premises environments. Containerization is the process of packaging an application and dependencies as an image and then running it as a container. It can be useful to think of containers as the next generation of virtual machines (VM). Both are ways of packaging and running applications, but containers are smaller, faster, and more portable. Despite these advantages, containers haven’t replaced VMs, and it’s common for them to run side-by-side in most cloud-native environments. However, containers are the first-choice solution for most new applications.

Название: Python для сложных задач: наука о данных, 2-е международное издание
Автор: Джейк Вандер Плас
Издательство: Спринт Бук
Год: 2024
Страниц: 592
Язык: русский
Формат: pdf
Размер: 13.2 MB

Python — первоклассный инструмент, и в первую очередь благодаря наличию множества библиотек для хранения, анализа и обработки данных. Отдельные части стека Python описываются во многих источниках, но только в новом издании «Python для сложных задач» вы найдете подробное описание: IPython, NumPy, Pandas, Matplotlib, Scikit-Learn и др. Специалисты по обработке данных, знакомые с языком Python, найдут во втором издании решения таких повседневных задач, как обработка, преобразование и подготовка данных, визуализация различных типов данных, использование данных для построения статистических моделей и моделей машинного обучения. Проще говоря, эта книга является идеальным справочником по научным вычислениям в Python. Эта книга не планировалась как введение в язык Python или в программирование вообще. Я предполагаю, что читатель знаком с языком Python и знает, как определять функции, присваивать значения переменным, вызывать методы объектов, управлять потоком выполнения программы и решать другие простейшие задачи. Она должна помочь пользователям языка Python научиться применять инструменты исследования данных, имеющиеся в языке Python, — библиотеки, упоминающиеся в следующем разделе, и сопутствующие инструменты — для эффективного хранения и анализа данных и извлечения из них полезной информации.