Название: Mastering Python for Artificial Intelligence: The Trilogy – Part I: The Essentials of Python Programming
Автор: Muslum Yildiz
Издательство: Independently published
Год: October 24, 2024
Страниц: 589
Язык: английский
Формат: epub
Размер: 43.9 MB

Step into the world of Python with The Essentials of Python Programming, the first volume in the Mastering Python for AI trilogy. Whether you're new to programming or aiming to sharpen your skills for real-world applications, this book is your perfect starting point. It combines a solid foundation with practical, hands-on exercises that will prepare you for more advanced topics in Python and AI. The inspiration behind writing this trilogy stems from a noticeable gap in many Python books published to date. While many existing resources touch on the core concepts, they often lack the depth required to truly understand Python’s potential. Additionally, the exercises in these books are often limited in both number and scope, frequently missing the connection to real-world scenarios that would make learning more practical and engaging. Beyond its simplicity, Python boasts an impressive ecosystem of libraries and frameworks tailored for AI and Machine Learning. These tools, such as TensorFlow, PyTorch, and Scikit-learn, allow developers to create powerful models for natural language processing, computer vision, and more.

Название: Software Engineering and Management: Theory and Applications: Volume 17
Автор: Roger Lee
Издательство: Springer
Серия: Studies in Computational Intelligence, 1193
Год: 2025
Страниц: 262
Язык: английский
Формат: pdf (true)
Размер: 15.2 MB

The main purpose of this book is to seek peer-reviewed original research papers on the foundations and new developments in Software Engineering. The focus will also be on publishing in a timely manner, the results of applying new and emerging technologies originating from research in Software Engineering. Software Engineering should be applied to a variety of areas, and applications can range across many fields. Extracting Educational Code Examples from Python Textbooks: Python serves as a versatile programming language due to its diverse audience. This versatility, however, has a double-edged nature as it implies a multitude of learning examples, which can quickly become overwhelming for students. To explore these examples in an educational context, we investigate their usage in Python textbooks. The results indicate that coding examples are prevalent, making up approximately 39.5% of the content compared to other topics. We then classified the example content into four types: Application Programming Interfaces, Data and Processing, Graphical User Interfaces, and others. We also identified a list of 19 Python libraries used in these various examples.

Название: Advanced Computer Vision with OpenCV 4: Build powerful computer vision applications with OpenCV 4 using Python and C++
Автор: Finbarrs Oketunji
Издательство: Independently published
Год: November 22, 2024
Страниц: 827
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

Advanced Computer Vision with OpenCV 4 presents techniques and methods for developing computer vision applications using OpenCV 4. The book enables software engineers, researchers, and computer vision enthusiasts to implement advanced image and video processing systems. OpenCV (Open Source Computer Vision Library) stands as one of the most powerful and widely-used open-source libraries for computer vision and image processing. Since its initial release in 2000, OpenCV has evolved significantly, with version 4 introducing substantial improvements in performance, functionality, and deep learning capabilities. In the Chapter 1, we’ll establish a solid foundation for working with OpenCV 4. We’ll begin by understanding the library’s architecture, followed by setting up a proper development environment for both Python and C++. You’ll learn about the core concepts, basic image operations, and important data structures that form the backbone of OpenCV applications.

Название: Mastering DevOps in Kubernetes: Maximize your container workload efficiency with DevOps practices in Kubernetes
Автор: Soumiyajit Das Chowdhury
Издательство: BPB Publications
Год: 2024
Страниц: 446
Язык: английский
Формат: pdf (true)
Размер: 48.9 MB

Learn how to build, deploy, use, and maintain your applications on Kubernetes. DevOps with Kubernetes combines two powerful technologies to bring efficiency and speed to the software development process. Kubernetes has become the de facto standard for container orchestration, while DevOps practices are rapidly becoming essential for organizations to manage their software development and delivery pipelines. By using Kubernetes and DevOps practices together, teams can streamline their deployment processes, reduce errors, and deliver software faster and more reliably. The book is a must-read for DevOps teams using Kubernetes to deploy container workloads. It offers valuable insights into the best practices required to make their application container-agnostic and streamline their workflows.

Название: Mastering C# and MSSQL: Building Robust Database-Driven Applications
Автор: Laszlo Bocso
Издательство: Independently published
Год: December 19, 2024
Страниц: 652
Язык: английский
Формат: pdf
Размер: 30.0 MB

"Mastering C# and MSSQL: Building Robust Database-Driven Applications" is the ultimate guide for developers seeking to harness the power of C# programming and Microsoft SQL Server (MSSQL) database management. Whether you're a beginner taking your first steps into the world of programming and databases or an experienced developer looking to enhance your skills, this comprehensive book provides a structured learning path to help you build efficient, scalable, and secure database-driven applications. Whether you're aiming to build robust enterprise applications, efficient data-driven systems, or scalable web services, "Mastering C# and MSSQL" equips you with the knowledge and skills to succeed. By the end of this book, you'll have the confidence to design, develop, and deploy powerful database-driven applications that meet the demands of modern software development.

Название: PowerShell: Cmdlets
Автор: Laszlo Bocso
Издательство: Independently published
Год: October 27, 2024
Страниц: 350
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.1 MB

"PowerShell: Cmdlets" is the ultimate resource for mastering PowerShell cmdlets, the building blocks of this powerful scripting language and automation tool. Whether you're a beginner taking your first steps into PowerShell or an experienced IT professional looking to enhance your skills, this book provides a structured, in-depth exploration of cmdlets that will elevate your ability to manage systems, automate tasks, and handle data efficiently. This book is designed to be a complete reference and learning tool, whether you are just getting started with PowerShell or seeking to enhance your existing skills. It provides a hands-on, practical approach, focusing on real-world applications of cmdlets, along with step-by-step instructions, examples, and tips for effective usage. By the end of this book, you will have a deep understanding of cmdlets and how to leverage them to streamline and automate your tasks, increase productivity, and maintain a well-managed IT infrastructure.

Название: Docker без секретов. Разработка и развертывание приложений с помощью Docker
Автор: Сайбал Гош
Издательство: БХВ-Петербург
Год: 2023
Страниц: 215
Язык: русский
Формат: pdf
Размер: 60.8 MB

Книга подробно рассказывает о развертывании и поддержке контейнерных приложений с использованием технологии Docker. Описан принцип работы образов, контейнеров и связанных с ними хранилищ Docker Storage, рассмотрена система контейнеризации Docker Swarm, показаны принципы сетевого взаимодействия Container Network Model. Раскрыты вопросы использования плагинов в сервисах Docker, рассмотрено развертывание служб в Swarm. Отдельная глава посвящена обеспечению безопасности в экосистеме Docker, масштабированию и поддержке контейнерных приложений.

Название: Numerical Python: Scientific Computing and Data Science Applications with Numpy, SciPy and Matplotlib, 3rd Edition
Автор: Robert Johansson
Издательство: Apress
Год: 2024
Страниц: 501
Язык: английский
Формат: True PDF, True EPUB
Размер: 44.1 MB

Learn how to leverage the scientific computing and data analysis capabilities of Python, its standard library, and popular open-source numerical Python packages like NumPy, SymPy, SciPy, Matplotlib, and more. This book demonstrates how to work with mathematical modeling and solve problems with numerical, symbolic, and visualization techniques. It explores applications in science, engineering, data analytics, and more. Numerical Python, Third Edition, presents many case study examples of applications in fundamental scientific computing disciplines, as well as in Data Science and statistics. This fully revised edition, updated for each library's latest version, demonstrates Python's power for rapid development and exploratory computing due to its simple and high-level syntax and many powerful libraries and tools for computation and data analysis. After reading this book, readers will be familiar with many computing techniques, including array-based and symbolic computing, visualization and numerical file I/O, equation solving, optimization, interpolation and integration, and domain-specific computational problems, such as differential equation solving, data analysis, statistical modeling, and Machine Learning. For developers who want to understand how to use Python and its ecosystem of libraries for scientific computing and data analysis.

Название: Ultimate Typescript Handbook: Build, scale and maintain Modern Web Applications with Typescript
Автор: Dan Wellman
Издательство: Orange Education Pvt Ltd, AVA
Год: 2023
Страниц: 438
Язык: английский
Формат: True/Retail PDF, True EPUB
Размер: 33.7 MB, 10.2 MB

Unleash the Power of Modern Web Development with Typescript. This book provides a comprehensive guide to TypeScript, a programming language that extends jаvascript with powerful features like static typing, classes, and interfaces. The book is divided into thirteen chapters that cover everything from setting up a development environment to building an Angular app with TypeScript. We start with an introduction to TypeScript and its benefits and go on to explain how TypeScript can help developers write more maintainable, scalable code and catch errors before they make it to production. The book then dives into more technical topics like basic type annotations, using the TypeScript compiler, advanced features like enums and interfaces, and manipulating types. This book is targeted towards front-end developers who are familiar with jаvascript and are interested in expanding their skillset with TypeScript. Whether you are a beginner with little to no experience or an intermediate developer looking for a reference guide, this book is designed to help you supercharge your development and enhance your tooling. With its clear and concise explanations, it's perfect for those who are new to TypeScript and looking to gain a deeper understanding of its capabilities.

Название: 250 PowerShell Scripts for IT Professionals
Автор: Laszlo Bocso
Издательство: Independently published
Год: December 2, 2024
Страниц: 734
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.1 MB

Unlock the full potential of PowerShell with "250 PowerShell Scripts for IT Professionals" – your comprehensive guide to mastering automation and efficiency in IT management. This practical handbook is designed for both seasoned professionals and beginners, offering a treasure trove of ready-to-use scripts that address real-world IT challenges. PowerShell has become an indispensable tool for IT professionals, system administrators, and developers worldwide. Its ability to streamline workflows, automate repetitive tasks, and manage complex IT infrastructures makes it a cornerstone of modern IT management. Unlike traditional PowerShell books that focus solely on syntax and theory, this book dives straight into practical, ready-to-use scripts. Each chapter is organized around a specific area of IT management, such as system administration, file and folder management, user account management, Active Directory, and more. The scripts are designed to be immediately applicable, helping you save time, reduce errors, and improve efficiency in your daily tasks.