Название: An Introduction to Artificial Intelligence and Machine Learning I: By day-to-day examples
Автор: Manikandan Paneerselvam
Издательство: Notion Press
Год: 2023
Страниц: 390
Язык: английский
Формат: epub
Размер: 14.1 MB

How does our brain work in our routine life? The same way we design artificial intelligence in machines. Instead of complex straightforward theory, this book explains all logic and algorithms with the help of day-to-day examples. The language is straightforward. Besides, the examples are straightforward. We adequately cover all functions of the intelligent agent and machine learning models. This book is a sweet friend for newcomers to the AI field (this includes academic students and working professionals.). This book additionally includes statistical models. The overall intention of this book is to spread the knowledge to all kinds of readers preparing themselves to secure a visa for the upcoming AI- driven earth. Few of us feel the algorithms and logic are complex to read if the phrase explains the theory. This book is changing the knowledge pattern. Most of the time, we plan to cover examples first before theory. Sometimes, we must keep the fundamental theory at the top. Next, however, we will cover the extensive examples at the bottom. Besides, we include all the predominant topics.

Название: Deep Learning Algorithms
Автор: Zoran Gacovski
Издательство: Arcler Press
Год: 2022
Страниц: 412
Язык: английский
Формат: pdf (true)
Размер: 13.8 MB

This book covers different topics from deep learning algorithms, methods and approaches for deep learning, deep learning applications in biology, deep learning applications in medicine, and deep learning applications in pattern recognition systems. Section 1 focuses on methods and approaches for deep learning, describing advancements in deep learning theory and applications - perspective in 2020 and beyond; deep ensemble reinforcement learning with multiple deep deterministic policy gradient algorithm; dynamic decision-making for stabilized deep learning software platforms; deep learning for hyperspectral data classification through exponential momentum deep convolution neural networks; and ensemble network architecture for deep reinforcement learning. Section 2 focuses on deep learning applications in biology, describing fish detection using deep learning; deep learning identification of tomato leaf disease; deep learning for plant identification in natural environment; and applying deep learning models to mouse behavior recognition. Section 3 focuses on deep learning applications in medicine, describing application of deep learning in brain hemorrhage classification using transfer learning; a review of the application of deep learning in brachytherapy; exploring deep learning and transfer learning for colonic polyp classification; and deep learning algorithm for brain-computer interface. Section 4 focuses on deep learning applications in pattern recognition systems, describing application of deep learning in airport visibility forecast; hierarchical representations feature deep learning for face recognition; review of research on text sentiment analysis based on deep learning; classifying hand written digits with deep learning; and bitcoin price prediction based on deep learning methods.

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: C# для профессионалов. Тонкости программирования
Автор: Скит Д.
Издательство: Вильямс
Год: 2014 - 3-е изд., новый перевод
Cтраниц: 602
Формат: pdf
Размер: 36 мб
Язык: русский

Книга является обновлением предыдущего издания C# in Depth, ставшего бестселлером, с целью раскрытия новых средств языка C# 5, включая решение проблем, которые связаны с написанием сопровождаемого асинхронного кода. Она предлагает уникальные сведения о сложных областях и темных закоулках языка, которые может предоставить только эксперт Джон Скит.

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: 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.