Название: Идеи, определившие облик информатики: Классические статьи по компьютерным наукам
Автор: Гарри Рой Льюис
Издательство: ДМК Пресс
Год: 2023
Страниц: 618
Язык: русский
Формат: pdf
Размер: 17.3 MB

В книге собрано 46 классических статей по информатике, которые прочертили карту развития этой науки. Охвачены все аспекты компьютерных наук; особое внимание уделяется периоду с 1936 по 1980 годы, но рассматриваются и важные ранние работы. Знакомя читателей с работами мыслителей от Аристотеля и Лейбница до Алана Тьюринга и Норберта Винера, книга документирует открытия и изобретения, приведшие к созданию современного цифрового мира. Компьютерное программирование – точная наука, позволяющая в принципе вывести все свойства программы и все последствия выполнения ее в заданном окружении из текста самой программы с помощью дедуктивных рассуждений. Дедуктивные рассуждения подразумевают применение корректных правил вывода к набору корректных аксиом. Таким образом, желательно и интересно найти аксиомы и правила вывода, которые можно было бы положить в основу рассуждений о компьютерной программе. Конкретный выбор аксиом в какой-то мере зависит от выбора языка программирования.

Название: ChatGPT for Dummies: The Most Complete and Easy-To-Use Guide for Writers, Programmers, Businesses and Content Creators
Автор: Gentry B. Ferguson
Издательство: Henry C. Billings
Год: 2023
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.2 MB

Welcome to ChatGPT for Dummies! This book is a comprehensive guide to understanding and using ChatGPT, one of the most advanced language models in the world. Whether you’re a curious beginner or a seasoned developer, this book will help you unlock the full potential of ChatGPT and leverage its power for your own projects. ChatGPT is an Artificial Intelligence (AI) model created by OpenAI, designed to generate natural language responses to text inputs. It has been trained on vast amounts of text data and can understand and respond to a wide range of topics and queries. The model has been used in a variety of applications, from chatbots and virtual assistants to language translation and text summarization. In this book, you’ll learn the basics of ChatGPT, including how it works, how it’s trained, and how to use it for various applications. You’ll also get hands-on experience with ChatGPT through practical examples and tutorials that show you how to build your own chatbots, language translators, and much more.

Название: Robotics, Vision and Control: Fundamental Algorithms in Python, 3rd Edition
Автор: Peter Corke
Издательство: Springer
Год: 2023
Страниц: 835
Язык: английский
Формат: pdf (true)
Размер: 54.5 MB

This textbook provides a comprehensive, but tutorial, introduction to robotics, computer vision, and control. It is written in a light but informative conversational style, weaving text, figures, mathematics, and lines of code into a narrative that covers robotics and computer vision―separately, and together as robotic vision. Over 1600 code examples show how complex problems can be decomposed and solved using just a few simple lines of code. This edition is based on Python and is accompanied by fully open-source Python-based Toolboxes for robotics and machine vision. The new Toolboxes enable the reader to easily bring the algorithmic concepts into practice and work with real, non-trivial, problems on a broad range of computing platforms. For the beginning student the book makes the algorithms accessible, the Toolbox code can be read to gain understanding, and the examples illustrate how it can be used. The code can also be the starting point for new work, for practitioners, students, or researchers, by writing programs based on Toolbox functions, or modifying the Toolbox code itself. Python, combined with popular packages such as NumPy, SciPy and Matplotlib provides a powerful interactive mathematical software environment that makes linear algebra, data analysis and high-quality graphics a breeze.

Автор: ред. Ю. М. Смирнов
Название: ЭВМ общего назначения. Серия "Перспективы развития вычислительной техники", выпуск 3
Издательство: М:, Высшая школа
Год: 1989
Страниц: 143
Формат: DJVU, PDF
Размер: 13 МБ

В пособии рассматриваются перспективы развития архитектуры, организации внутренней структуры, принципов работы ЭВМ общего назначения.

Название: Causal Inference in Python: Applying Causal Inference in the Tech Industry (Fourth Early Release)
Автор: Matheus Facurer
Издательство: O’Reilly Media, Inc.
Год: 2023-05-10
Страниц: 561
Язык: английский
Формат: epub (true), mobi
Размер: 19.3 MB

This book is an introduction to Causal Inference in Python, but it is not an introductory book in general. It’s introductory because I’ll focus on application, rather than rigorous proofs and theorems of causal inference; additionally, when forced to choose, I’ll opt for a simpler and intuitive explanation, rather than a complete and complex one. It is not introductory in general because I’ll assume some prior knowledge about Machine Learning (ML), statistics and programming in Python. It is not too advanced either, but I will be throwing in some terms that you should know beforehand. The main audience of this book is Data Scientists who are working in the industry. If you fit this description, there is a pretty good chance that you cover the prerequisites that I’ve mentioned.

Название: Computational Health Informatics for Biomedical Applications
Автор: Aryan Chaudhary, Sardar M. N. Islam (Naz)
Издательство: Apple Academic Press/CRC Press
Год: 2023
Страниц: 364
Язык: английский
Формат: pdf (true)
Размер: 15.7 MB

The recent explosion of technology in healthcare has rapidly changed the healthcare sector. Technologies such as Artificial Intelligence (AI) and Machine Learning (ML) along with the integration of the Internet of Medical Things have evolved to tackle the need for remote healthcare systems, augmenting them in a self-sustainable way. This new volume explores the many important smart technologies that can make healthcare delivery and monitoring faster, more efficient, and less invasive. It looks at computational tactics as applied to the development of biomedical applications using Artificial Intelligence, Machine Learning, signal analysis, computer-aided design, robotics and automation, biomedical imaging, telemedicine, and other technologies. The book provides a solid framework to give the modern class of medical gearheads information on the innovative applications of computational mechanisms for improving and expediting patient-friendly automation in healthcare.

Название: Python and SQLite Development
Автор: Agus Kurniawan
Издательство: Independently published
Год: 2021
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.2 MB

This book provides alternative approach to build Python application with SQLite database. This book describes how to work with Python 3 and SQLite and illustrates their use with code examples. Python is an interpreted, object-oriented, high-level programming language with dynamic semantics. In this book, we focus on learning how to develop Python programs to access SQLite database. I use Sqlite 3 for demo. SQLite provides a shell so you can perform data manipulation. You can download Sqlite 3 shell on this site on Download SQLite shell based your platform. For Windows, you can download sqlite-tools.

Название: Formal Analysis for Natural Language Processing: A Handbook
Автор: Zhiwei Feng
Издательство: Springer
Год: 2023
Страниц: 802
Язык: английский
Формат: pdf (true), epub
Размер: 52.4 MB

The field of Natural Language Processing (NLP) is one of the most important and useful application areas of Artificial Intelligence (AI). NLP is now rapidly evolving, as new methods and toolsets converge with an ever-expanding wealth of available data. This state-of-the-art handbook addresses all aspects of formal analysis for Natural Language Processing. Following a review of the field’s history, it systematically introduces readers to the rule-based model, statistical model, neural network model, and pre-training model in Natural Language Processing. At a time characterized by the steady and vigorous growth of Natural Language Processing, this handbook provides a highly accessible introduction and much-needed reference guide to both the theory and method of NLP. It can be used for individual study, as the textbook for courses on Natural Language Processing or computational linguistics, or as a supplement to courses on Artificial Intelligence, and offers a valuable asset for researchers, practitioners, lecturers, graduate and undergraduate students alike.

Название: TypeScript Cookbook; Real World Type-Level Programming (5th Early Release)
Автор: Stefan Baumgartner
Издательство: O’Reilly Media, Inc.
Год: 2023-05-10
Страниц: 251
Язык: английский
Формат: pdf, epub (true), mobi
Размер: 10.2 MB

TypeScript is one of the most important tools for jаvascript developers. Still, even experienced developers wonder why the TypeScript compiler is throwing squiggly red lines at them. Enter TypeScript Cookbook. With this practical guide, author Stefan Baumgartner provides senior engineers with solutions for everyday TypeScript problems. If you're conversant with TypeScript as well as jаvascript basics, this book provides actionable recipes to help you tackle a wide array of issues. From setting up complex project structures to developing advanced helper types, each self-contained recipe guides you through the problem and discusses why and how a solution works.

Название: Cloud-based Multi-Modal Information Analytics: A Hands-on Approach
Автор: Srinidhi Hiriyannaiah, Siddesh G.M., Srinivasa K.G.
Издательство: CRC Press
Год: 2023
Страниц: 257
Язык: английский
Формат: pdf (true)
Размер: 34.7 MB

Cloud based Multi-Modal Information Analytics: A Hands-on Approach discusses the various modalities of data and provide an aggregated solution using cloud. It includes the fundamentals of neural networks, different types and how they can be used for the multi-modal information analytics. The various application areas that are image-centric and videos are also presented with deployment solutions in the cloud. Deep Learning (DL) applications are based on neural networks for learning and prediction for various problems of Computer Vision, self-driving, speech translation and other applications. PyTorch is an open source library for implementing programs on computer vision and multimodal data. It supports all operating systems with a primary focus on the interface of Python. There are a wide number of applications built on PyTorch, which include Tesla Autopilot, Uber’s Pyro, Hugging Face’s Transformers, PyTorch Lightning and Catalyst.