Название: Deep Learning Applications: In Computer Vision, Signals And Networks
Автор: Qi Xuan, Yun Xiang, Dongwei Xu
Издательство: World Scientific Publishing
Год: 2023
Страниц: 309
Язык: английский
Формат: pdf (true)
Размер: 40.2 MB

This book proposes various deep learning models featuring how Deep Learning algorithms have been applied and used in real-life settings. The complexity of real-world scenarios and constraints imposed by the environment, together with budgetary and resource limitations, have posed great challenges to engineers and developers alike, to come up with solutions to meet these demands. This book presents case studies undertaken by its contributors to overcome these problems. These studies can be used as references for designers when applying Deep Learning in solving real-world problems in the areas of vision, signals, and networks. The contents of this book are divided into three parts. In the first part, AI vision applications in plant disease diagnostics, PM2.5 concentration estimation, surface defect detection, and ship plate identification, are featured. The second part introduces Deep Learning applications in signal processing; such as time series classification, broad-learning based signal modulation recognition, and graph neural network (GNN) based modulation recognition. Finally, the last section of the book reports on graph embedding applications and GNN in AI for networks; such as an end-to-end graph embedding method for dispute detection, an autonomous System-GNN architecture to infer the relationship between Apache software, a Ponzi scheme detection framework to identify and detect Ponzi schemes, and a GNN application to predict molecular biological activities.

Название: The Complete Python Coding Manual - 3rd Edition, 2023
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2023
Страниц: 196
Язык: английский
Формат: pdf
Размер: 83.5 MB

Раскройте свое воображение с помощью языка Python. Немного найдется языков программирования, пользующихся таким успехом, как Python. Благодаря уникальной разработке Python каждый может изучить код, который помогает в реализации таких технологических проектов, как Большой адронный коллайдер, сбор петабайтов данных, позволивших получить первое изображение черной дыры, и создание следующего поколения искусственного интеллекта. Освоение Python не занимает много времени, но начинать нужно с малого. Данное руководство поможет вам заложить основы будущего программирования на Python, начиная с установки языка на компьютер и заканчивая формированием взаимодействия с пользователем и сложными переменными. С помощью Python можно сделать очень многое, и на этих страницах вы найдете все, что нужно знать, чтобы стать программистом на Python, готовым к переходу на новый уровень кодирования. Если вы хотите изучить Python для дальнейшей карьеры или просто развлечься и открыть для себя что-то новое, наши пошаговые учебники и руководства дадут вам необходимую точку опоры, которая поможет вам на этом пути. Так что давайте погрузимся в процесс и начнем кодить на Python.

Название: The Complete Coding Manual - 3rd Edition 2023
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2023
Страниц: 196
Язык: английский
Формат: pdf
Размер: 76.2 MB

Все, что вы делаете в Интернете, когда включаете свой "умный" телевизор, когда пользуетесь автомобильным GPS-навигатором, телефоном, играете в игру на планшете, консоли или ПК, - все это запрограммировано группой людей. Все эти единицы и нули разработаны теми, кто научился программировать, и с помощью этой книги вы тоже сможете узнать, как начать путь к профессии программиста. На этих страницах мы рассматриваем языки C++, Python и Linux Scripting. Огромный раздел посвящен идеям проектов, листингам для набора текста и подробному рассмотрению принципов работы кода. Но сначала давайте начнем с хорошей основы.

Название: AI Fundamentals for Business Leaders: Up to Date With Generative AI
Автор: I. Almeida
Издательство: Now Next Later AI
Год: 2023
Страниц: 415
Язык: английский
Формат: epub (true)
Размер: 12.0 MB

Introducing "Artificial Intelligence Fundamentals for Business Leaders" - the perfect guide to help non-technical business leaders understand the power of AI. Completely up to date with the latest advancements in generative AI. Part of the Byte-sized Learning AI series by Now Next Later AI, these books break down complex concepts into easily digestible pieces, providing you with a solid foundation in the fundamentals of AI. Artificial Intelligence (AI) is a rapidly growing field that focuses on getting computers to perform tasks that typically require human intelligence. In other words, it's all about teaching machines to do things that normally only humans can do. Artificial Intelligence is the capability of a machine to imitate intelligent human behavior. (John McCarthy, one of the founders of the field of AI) AI encompasses a broad range of techniques, including Machine Learning, natural language processing (NLP), computer vision, and robotics, among others. These techniques enable computers to understand language, reason, recognize speech, make decisions, navigate the visual world, learn, and manipulate physical objects, among other capabilities. Machine Learning, in particular, is a key technique used in AI. It focuses on getting computers to learn from data without being explicitly programmed.

Название: Языки программирования и методы трансляции
Автор: Свердлов С. З.
Издательство: Лань
Год: 2021
Cтраниц: 564
Формат: pdf
Размер: 66 мб
Язык: русский

В книге рассматриваются вопросы сравнительного анализа языков программирования и конструирование компиляторов. Первая часть книги содержит обзор языков высокого уровня и свя-занных с их эволюцией технологий структурного, модульного и объ-ектно-ориентированного программирования. Проводится сравни-тельный анализ языков, в том числе на основе объективных критери-ев, даются экспертные оценки.

Название: Graph Algorithms for Data Science (MEAP v8)
Автор: Tomaz Bratanic
Издательство: Manning Publications
Год: 2023
Страниц: 412
Язык: английский
Формат: pdf, epub
Размер: 21.9 MB

Graphs are the natural way to understand connected data. This book explores the most important algorithms and techniques for graphs in data science, with practical examples and concrete advice on implementation and deployment. Graph Algorithms for Data Science teaches you how to construct graphs from both structured and unstructured data. You’ll learn how the flexible Cypher query language can be used to easily manipulate graph structures, and extract amazing insights.

Название: Think Like a Software Engineering Manager (MEAP v6)
Автор: Akanksha Gupta
Издательство: Manning Publications
Год: 2023
Страниц: 458
Язык: английский
Формат: pdf, epub
Размер: 11.3 MB

Unlock your full potential as an effective, efficient, and inspiring leader, and be the software engineering manager that your team deserves! A superb software engineering manager needs to wear many hats: amazing communicator, effective decision maker, thoughtful mentor, and, of course, technical expert. This book helps you build your strengths and shore up your weaknesses so you can lead a productive team that consistently delivers quality software. Think Like a Software Engineering Manager covers the three pillars of software leadership success: people, product, and process. You’ll start with the core concepts of employee management, including handling performance, effective hiring, and when you need to delegate. You’ll quickly progress to the secrets of delivering large scale projects, implementing DevOps, and managing change—everything you need to lead like a pro. Anecdotes and stories from experts in industry give you insider knowledge you won’t find anywhere else. Plus, exercises at the end of each chapter help solidify your understanding and prepare you for success in the role.

Название: Hands-On Kubernetes, Service Mesh and Zero-Trust: Build and manage secure applications using Kubernetes and Istio
Автор: Swapnil Dubey, Mandar J. Kulkarni
Издательство: BPB Publications
Год: 2023
Страниц: 376
Язык: английский
Формат: pdf (true)
Размер: 29.4 MB

​​Building and managing secure applications is a crucial aspect of modern software development, especially in distributed environments. Kubernetes and Istio, when combined, provide a powerful platform for achieving application security and managing it effectively. If you want to build and manage secure applications with ease, then this book is an ideal resource for you. The book extensively covers the building blocks of the Kubernetes orchestration engine, providing in-depth insights into key Kubernetes objects that can be effectively used for deploying containerized applications. It then focuses on all major Kubernetes constructs, offering guidance on their appropriate utilization in different scenarios, while emphasizing the significance of a Zero Trust architecture. Additionally, the book addresses important aspects such as service discovery, optimized logging, and monitoring, which play a critical role in managing distributed applications. It also incorporates essential concepts from Site Reliability Engineering and enabling engineering teams, to proactively meeting Service Level Agreements and attaining operational readiness. In the final section, the book takes a deep dive into Service Mesh, with a special focus on harnessing the strength of Istio as a powerful tool. By the end of the book, you will have the knowledge and skills to effectively build, deploy, and manage secure applications using Kubernetes and Istio.

Название: Mastering Cloud-Native Microservices: Designing and implementing Cloud-Native Microservices for Next-Gen Apps
Автор: Chetan Walia
Издательство: BPB Publications
Год: 2023
Страниц: 352
Язык: английский
Формат: pdf (true)
Размер: 24.6 MB

Microservices-based cloud-native applications are software applications that combine the architectural principles of microservices with the advantages of cloud-native infrastructure and services. If you want to build scalable, resilient, and agile software solutions that can adapt to the dynamic needs of the modern digital landscape, then this book is for you. This comprehensive guide explores the world of cloud-native microservices and their impact on modern application design. The book covers fundamental principles, adoption frameworks, design patterns, and communication strategies specific to microservices. It then emphasizes on the benefits of scalability, fault tolerance, and resource utilization. Furthermore, the book also addresses event-driven data management, serverless approaches, and security by design. All in all, this book is an essential resource that will help you to leverage the power of microservices in your cloud-native applications. By the end of the book, you will gain valuable insights into building scalable, resilient, and future-proof applications in the era of digital transformation.

Название: Building Modern GUIs with Tkinter and Python: Building user-friendly GUI applications with ease
Автор: Saurabh Chandrakar, Nilesh Bhaskarrao Bahadure
Издательство: BPB Publications
Год: 2023
Страниц: 366
Язык: английский
Формат: pdf (true)
Размер: 25.4 MB

Are you looking to create stunning graphical user interfaces (GUIs) using Python? Look no further. This comprehensive guide will take you on a journey through the powerful capabilities of Tkinter, Python's standard GUI library. This comprehensive guide explores the power of Python's Tkinter library. This book covers various classes of GUI widgets, including buttons, input fields, displays, containers, and item widgets. It teaches you how to create interactive and visually appealing user interfaces, handle file selection, gather widget information, and trace changes. Additionally, it includes a hands-on project on creating a user login system using Tkinter and sqlite3 database. Whether you're a beginner or an experienced developer, this book will empower you to build professional and intuitive GUI applications effortlessly. The purpose of this book is to introduce readers with little to no programming experience, to Python Graphical User Interface (GUI). A GUI application can be created in any programming language, say VB.Net, C#.Net etc. In this book, we shall see how to create a GUI application using Python Tkinter library. We will provide the readers with the foundational knowledge and skills which is required to start writing code for creating any desktop GUI app in Python language. By mastering Python Tkinter library, readers will be able to apply this technology to solve real-world problems and create various useful applications according to their needs. By the end of the book, you will have gained knowledge and skills in creating modern user interfaces using the Tkinter Python library.