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Название: Building Computer Vision Applications Using Artificial Neural Networks: With Examples in OpenCV and TensorFlow with Python 2nd Edition
Автор: Shamshad Ansari
Издательство: Apress
Год: 2023
Страниц: 541
Язык: английский
Формат: pdf
Размер: 18.6 MB

Computer vision is constantly evolving, and this book has been updated to reflect new topics that have emerged in the field since the first edition’s publication. All code used in the book has also been fully updated. This second edition features new material covering image manipulation practices, image segmentation, feature extraction, and object identification using real-life scenarios to help reinforce each concept. These topics are essential for building advanced computer vision applications, and you’ll gain a thorough understanding of them. The book’s source code has been updated from TensorFlow 1.x to 2.x, and includes step-by-step examples using both OpenCV and TensorFlow with Python. Those who possess a solid understanding of Python programming and wish to gain an understanding of computer vision and machine learning. It will prove beneficial to data scientists, deep learning experts, and students.

Название: C++ & Python & Tricks and Tips - 16th Edition, 2023
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2023
Язык: английский
Формат: pdf
Размер: 40.8 MB

Эта книга "Советы и рекомендации по C++ и Python" - первый и единственный выбор для начинающих, чтобы узнать все, что им нужно знать о кодировании и программировании. В этом отдельном руководстве собраны полезные советы и пошаговые иллюстрированные учебные пособия, написанные на понятном английском языке. В этом новом руководстве вы узнаете все необходимое для создания собственных потрясающих приложений. С этим неофициальным руководством у вас не останется нерешенных проблем и вопросов, когда речь идет об изучении, освоении и совершенствовании навыков программирования.

Название: Raspberry Pi OS System Administration with systemd and Python: A Practical Approach
Автор: Robert M. Koretsky
Издательство: CRC Press
Год: 2024
Страниц: 333
Язык: английский
Формат: pdf (true), epub
Размер: 10.3 MB

The second in a new series exploring the basics of Raspberry Pi Operating System administration, this installment builds on the insights provided in Volume 1 to provide a compendium of easy-to-use and essential Raspberry Pi OS system administration for the novice user, with specific focus on Python and Python3. The overriding idea behind system administration of a modern, 21st-century Linux system such as the Raspberry Pi OS is the use of systemd to ensure that the Linux kernel works efficiently and effectively to provide these three foundation stones of computer operation and management: computer system concurrency, virtualization, and secure persistence. Exercises are included throughout to reinforce the readers’ learning goals with solutions and example code provided on the accompanying GitHub site. In the Chapter 2, we give a broad introduction to the Python programming language, using Python version 3. For the beginner Python3 programmer, we illustrate all of its important programming capabilities and syntactic structures, in the context of the three predominant computer programming paradigms: virtualization, concurrency, and persistence.

Название: Graph Neural Networks in Action (MEAP v8)
Автор: Keita Broadwater
Издательство: Manning Publications
Год: 2023
Страниц: 404
Язык: английский
Формат: epub
Размер: 32.6 MB

A hands-on guide to powerful graph-based Deep Learning models! Learn how to build cutting-edge graph neural networks for recommendation engines, molecular modeling, and more. Graph Neural Networks in Action teaches you to create powerful Deep Learning models for working with graph data. You’ll learn how to both design and train your models, and how to develop them into practical applications you can deploy to production. Go hands-on and explore relevant real-world projects as you dive into graph neural networks perfect for node prediction, link prediction, and graph classification. Inside this practical guide, you’ll explore common graph neural network architectures and cutting-edge libraries, all clearly illustrated with well-annotated Python code. Graph neural networks expand the capabilities of Deep Learning beyond traditional tabular data, text, and images. This exciting new approach brings the amazing capabilities of deep learning to graph data structures, opening up new possibilities for everything from recommendation engines to pharmaceutical research. For Python programmers familiar with Machine Learning and the basics of Deep Learning.

Название: Fundamentals of Supervised Machine Learning: With Applications in Python, R, and Stata
Автор: Giovanni Cerulli
Издательство: Springer
Год: 2023
Страниц: 416
Язык: английский
Формат: pdf (true), epub
Размер: 63.8 MB

This book presents the fundamental theoretical notions of supervised Machine Learning along with a wide range of applications using Python, R, and Stata. It provides a balance between theory and applications and fosters an understanding and awareness of the availability of Machine Learning methods over different software platforms. After introducing the Machine Learning basics, the focus turns to a broad spectrum of topics: model selection and regularization, discriminant analysis, nearest neighbors, support vector machines, tree modeling, artificial neural networks, Deep Learning, and sentiment analysis. Each chapter is self-contained and comprises an initial theoretical part, where the basics of the methodologies are explained, followed by an applicative part, where the methods are applied to real-world datasets. Numerous examples are included and, for ease of reproducibility, the Python, R, and Stata codes used in the text, along with the related datasets, are available online.

Название: Become A Ninja With Angular (v17.0.0)
Автор: Ninja Squad
Издательство: Ninja Squad
Год: 2023-11-08
Страниц: 346
Язык: английский
Формат: pdf (true), epub, mobi
Размер: 10.1 MB

Книга "Стань ниндзя с Angular" поможет программистам понять философию Angular на практике (в настоящее время 17.0.2), новые инструменты (такие как ES2015, TypeScript, SystemJS, Webpack, Angular CLI ...) и каждую часть инфраструктуры. К концу чтения данного руководства вы сможете начать свой проект и создавать свои удивительные приложения!

Название: Telegram Bot. Руководство по созданию бота в мессенджере Телеграм
Автор: Артем Демиденко
Издательство: Литрес
Год: 2023
Формат: pdf, rtf
Размер: 10 Мб
Страниц: 30
Язык: Русский

Эта книга является практическим руководством по созданию бота для Telegram с использованием языка программирования Python. В ней описываются основные шаги для создания бота, такие как регистрация и получение токена, установка и настройка необходимых библиотек, создание функций бота и его запуск. Также рассмотрены дополнительные функции, которые можно добавить в бота, такие как отправка фотографий и видео, использование клавиатуры для быстрого ответа на сообщения, интеграция с другими сервисами и машинное обучение для распознавания сообщений.

Название: Kubernetes Cookbook: Building Cloud Native Applications, 2nd Edition (Final)
Автор: Sameer Naik, Sébastien Goasguen, Jonathan Michaux
Издательство: O’Reilly Media, Inc.
Год: 2024
Страниц: 301
Язык: английский
Формат: pdf, epub (true)
Размер: 10.1 MB

Kubernetes is the de facto standard for container orchestration and distributed applications management across a microservices framework. With this practical cookbook, you'll learn hands-on Kubernetes recipes for automating the deployment, scaling, and operations of application containers across clusters of hosts. In this fully updated second edition, Sameer Naik, Sébastien Goasguen, and Jonathan Michaux from TriggerMesh provide a problem-solution-discussion format with easy lookups to help you find the detailed answers you need—fast. Kubernetes lets you deploy your applications quickly and predictably, so you can efficiently respond to customer demand. This cookbook delivers the essential knowledge that developers and system administrators need to get there. With this book, we want to help you solve concrete problems around Kubernetes. We’ve compiled more than 100 recipes covering topics such as setting up a cluster, managing containerized workloads using Kubernetes API objects, using storage primitives, configuring security, and plenty more. This book was written for anyone who belongs somewhere in the DevOps spectrum. You might be an application developer who is required to occasionally interact with Kubernetes, or a platform engineer creating reusable solutions for other engineers in your organization, or anywhere in between. This book will help you navigate your way successfully through the Kubernetes jungle, from development to production.

Название: Generative AI on AWS: Building Context-Aware Multimodal Reasoning Applications
Автор: Chris Fregly, Antje Barth, Shelbee Eigenbrode
Издательство: O’Reilly Media, Inc.
Год: 2024
Страниц: 309
Язык: английский
Формат: epub (true)
Размер: 42.1 MB

Companies today are moving rapidly to integrate generative AI into their products and services. But there's a great deal of hype (and misunderstanding) about the impact and promise of this technology. With this book, Chris Fregly, Antje Barth, and Shelbee Eigenbrode from AWS help CTOs, ML practitioners, application developers, business analysts, data engineers, and data scientists find practical ways to use this exciting new technology. You'll learn the generative AI project life cycle including use case definition, model selection, model fine-tuning, retrieval-augmented generation, reinforcement learning from human feedback, and model quantization, optimization, and deployment. And you'll explore different types of models including large language models (LLMs) and multimodal models such as Stable Diffusion for generating images and Flamingo/IDEFICS for answering questions about images. A basic understanding of Python and deep learning frameworks such as TensorFlow or PyTorch should be sufficient to understand the code samples used throughout the book. Familiarity with AWS is not required to learn the concepts, but it is useful for some of the AWS-specific samples.

Название: Natural Language Processing: A Textbook With Python Implementation
Автор: Raymond S. T. Lee
Издательство: Springer
Год: 2024
Страниц: 454
Язык: английский
Формат: pdf (true)
Размер: 23,9 MB

This textbook presents an up-to-date and comprehensive overview of Natural Language Processing (NLP), from basic concepts to core algorithms and key applications. Further, it contains seven step-by-step NLP workshops (total length: 14 hours) offering hands-on practice with essential Python tools like NLTK, spaCy, TensorFlow Kera, Transformer and BERT. The objective of this book is to provide readers with a fundamental grasp of NLP and its core technologies, and to enable them to build their own NLP applications (e.g. Chatbot systems) using Python-based NLP tools. It is both a textbook and NLP tool-book intended for the following readers: undergraduate students from various disciplines who want to learn NLP; lecturers and tutors who want to teach courses or tutorials for undergraduate/graduate students on NLP and related AI topics; and readers with various backgrounds who want to learn NLP, and more importantly, to build workable NLP applications after completing its 14 hours of Python-based workshops. This book can be served as a textbook for undergraduates and postgraduate courses on Natural Language Processing, and a reference book for general readers who would like to learn key technologies and implement NLP applications with contemporary implementation tools such as NLTK, spaCy, TensorFlow, BERT, and Transformer technology.