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Название: Python Библиотеки
Автор: Джейд Картер
Издательство: Литрес
Год: 2024
Формат: pdf, epub
Размер: 21 Мб
Качество: Хорошее
Язык: Русский

Книга представляет собой обзор богатой экосистемы библиотек, доступных в языке программирования Python, начиная от основных инструментов для работы с данными и машинного обучения, и заканчивая инструментами для создания веб-приложений, обработки изображений и разработки игр. Основные темы включают в себя введение в библиотеки для анализа данных, такие как NumPy, Pandas, и Matplotlib, а также обсуждение алгоритмов машинного обучения с использованием Scikit-learn. Автор также рассматривает инструменты для работы с веб-технологиями, такие как Flask, Django, и для визуализации данных, такие как Seaborn, Plotly, и Bokeh.

Название: Handbook of Computational Sciences: A Multi and Interdisciplinary Approach
Автор: Ahmed A. Elgnar, Vigneshwar M, Krishna Kant Singh, Zdzislaw Polkowski
Издательство: Wiley-Scrivener
Год: 2023
Страниц: 400
Язык: английский
Формат: pdf (true)
Размер: 67.4 MB

The Handbook of Computational Sciences is a comprehensive collection of research chapters that brings together the latest advances and trends in computational sciences and addresses the interdisciplinary nature of computational sciences, which require expertise from multiple disciplines to solve complex problems. This edited volume covers a broad range of topics, including computational physics, chemistry, biology, engineering, finance, and social sciences. Each chapter provides an in-depth discussion of the state-of-the-art techniques and methodologies used in the respective field. The book also highlights the challenges and opportunities for future research in these areas. The volume pertains to applications in the areas of imaging, medical imaging, wireless and WS networks, IoT with applied areas, big data for various applicable solutions, etc. This text delves deeply into the core subject and then broadens to encompass the interlinking, interdisciplinary, and cross-disciplinary sections of other relevant areas. Those areas include applied, simulation, modeling, real-time, research applications, and more.

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: Серия "Классика Computer Science" в 44 кн. +4CD
Автор: разные
Издательство: Питер
Год: 2002-2023
Формат: PDF, DJVU, CD
Размер: 1.9 Гб
Язык: русский

Серия книг «Классика computer science», предназначенных для базовой подготовки специалистов в области компьютерных наук. Появление серии определилось необходимостью подготовки специалистов в области компьютерных технологий на уровне международных стандартов.
Это книги по основным принципам построения и функционирования компьютерных сетей, по архитектуре операционных систем, технологиям программирования и так далее — не привязанные к конкретным программным продуктам и тем более их версиям. Книги, выходящие в этой серии, выдержали многочисленные переиздания и входят в списки обязательной литературы для обучения в ведущих университетах мира.

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.