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Название: Handbook of Research on AI Methods and Applications in Computer Engineering
Автор: Sanaa Kaddoura
Издательство: IGI Global
Год: 2023
Страниц: 659
Язык: английский
Формат: pdf (true)
Размер: 18.5 MB

The development of Artificial Intelligence (AI) involves the creation of computer systems that can do activities that would ordinarily require human intelligence, such as visual perception, speech recognition, decision making, and language translation. Through increasingly complex programming approaches, it has been transforming and advancing the discipline of Computer Science. Artificial Intelligence (AI) is a technology that has been integrated into almost every activity of our day-to-day life, from chatbots on different websites to auto-recommendations to smart speakers like Alexa and Siri.The newest revolution of AI is ChatGPT released by OpenAI company while this book was being prepared. ChatGPT is an AI-based chatbot that specializes in dialogue trained with both supervised and reinforcement learning techniques. It is a large fine-tuned language model version of a model in OpenAI’s GPT-3.5 family of language models.

Название: Грокаем функциональное программирование
Автор: Плахта Михал
Издательство: Питер
Год: 2024
Формат: pdf
Размер: 13 Мб
Качество: Хорошее
Язык: Русский

Вам кажется, что функциональное программирование – это нечто сложное, доступное только гуру программирования? Эта книга развенчает миф об элитарности и позволит любому программисту с легкостью разобраться в хитросплетениях кода.
От знакомых и простых идей ООП вы перейдете к ФП, рассматривая его на простых примерах, захватывающих упражнениях и большом количестве иллюстраций.

Название: Introduction to Cybersecurity: A Multidisciplinary Challenge
Автор: Robin Sharp
Издательство: Springer
Серия: Undergraduate Topics in Computer Science
Год: 2024
Страниц: 452
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

This book provides an introduction to the basic ideas involved in cybersecurity, whose principal aim is protection of IT systems against unwanted behaviour mediated by the networks which connect them. Due to the widespread use of the Internet in modern society for activities ranging from social networking and entertainment to distribution of utilities and public administration, failures of cybersecurity can threaten almost all aspects of life today. This book gives an introduction to cybersecurity for people who would like to know more about the security risks which arise in the modern IT world, where computers and many other electronic devices communicate with one another through networks. The detailed requirements for cybersecurity vary from one application area to another, but in general terms are a matter of achieving some simple aims: that data must not be read, modified, deleted or made unavailable by persons who are not allowed to. Achievment of such aims is a multidisciplinary challenge, as an IT system consists of both hardware, software and human users, all of which can contribute to the success or failure of efforts to maintain cybersecurity. In this book we therefore look at the most common, both technical and non-technical, ways in which cybersecurity may be threatened, at how you can protect yourself against such threats, and how to deal with situations where this protection fails.

Название: Практическое введение в основные библиотеки и фреймворки Python
Автор: Дурмус М.
Издательство: Amazon
Год: 2023
Формат: pdf
Размер: 10 Мб
Качество: Хорошее
Язык: Русский

Python — популярный язык программирования высокого уровня для различных применений, включая веб-разработку, научные вычисления, анализ данных и машинное обучение. Простота, читабельность и универсальность сделали его популярным среди программистов всех уровней подготовки.
Реализация дополнительных функциональных возможностей в Python осуществляется благодаря использованию дополнительных библиотек, которым и освящена данная книга.
Автор, являющийся опытным разработчиком на Python, рассматривает популярные библиотки, давая их краткое описание, приводя примеры кода использования этих библиотек и рассматривая положительные и отрицательные их качества.

Название: Build A SaaS App in Rails 7
Автор: Rob Race
Издательство: Leanpub
Год: 2023-09-15
Страниц: 629
Язык: английский
Формат: pdf (true), azw3, mobi, epub
Размер: 10.1 MB

A step-by-step guide on how to build a SaaS (Software as a Service) application from scratch to deployment! Building an application to provide business is tough. It's overwhelming. There are so many choices! What gems do you use? How do you manage users? What if there was a step-by-step guide to feed you those answers? This book will guide you from your very first rails commands, through integrating Stripe, background jobs and finally deploying your app to a cloud provider. You'll be mastering a SaaS application, getting customers and monetizing your expertise in no time! Worried the material won't help you build a complex application? I am currently running Userveys using the very same code and techniques from the book.

Название: Python Programming Bible: [3 in 1] The Complete Crash Course to Learn and Explore Python beyond the Basic. Including Examples and Practical Exercises to Master Python from Beginners to Pro
Автор: James P. Meyers
Издательство: Independently published
Год: 2023
Страниц: 182
Язык: английский
Формат: pdf, epub
Размер: 17.3 MB

Master Python programming and develop a highly profitable skill with this complete beginner’s crash course on coding! Are you curious about learning Python for your career or hobbies? Do you want to learn how to develop web applications, code games, manage data, and create machine learning algorithms? Or are you searching for a simple & straightforward crash course to help you add this valuable programming skill to your virtual toolbelt? Then this book is for you! As a favorite of programmers and web developers across the globe, Python is a powerful and versatile programming language that has an immense amount of functionality. Its focus on simplicity and readability makes it perfect for absolute beginners – but how can you begin learning the fundamentals of this amazing language, access the vast library of APIs, and write your first code? Packed with dozens of user-friendly exercises and easy-to-understand explanations, this beginner-friendly crash course arms readers with an all-in-one guide to mastering Python programming. You’ll be taken on a journey to familiarize yourself with the fundamentals of Python, develop more advanced skills, and start utilizing Python for a wide variety of cutting-edge technologies – including cloud computing, data science, neural networks, and more.

Название: Data Centric Artificial Intelligence: A Beginner’s Guide
Автор: Parikshit N. Mahalle, Gitanjali R. Shinde, Yashwant S. Ingle
Издательство: Springer
Год: 2023
Страниц: 137
Язык: английский
Формат: pdf (true), epub
Размер: 12.4 MB

This book discusses the best research roadmaps, strategies, and challenges in data-centric approach of Artificial Intelligence (AI) in various domains. It presents comparative studies of model-centric and data-centric AI. It also highlights different phases in data-centric approach and data-centric principles. The book presents prominent use cases of data-centric AI. It serves as a reference guide for researchers and practitioners in academia and industry. Artificial Intelligence (AI) is a multidisciplinary field that aims to create intelligent systems which are able to perform tasks that typically need human intelligence. These systems rely on a variety of building blocks that work together to enable AI capabilities. In this explanation, we will explore the fundamental building blocks of AI, including Machine Learning (ML), Natural Language Processing (NLP), computer vision, and robotics. Data-centric AI empowers decision-making by providing actionable insights and recommendations based on data analysis. By leveraging large datasets, AI systems can identify patterns, correlations, and trends that may not be comprehensive to humans. These insights can inform strategic business decisions, optimize processes, and unlock new opportunities for innovation and growth.

Название: Machine Learning Contests: A Guidebook
Автор: Wang He, Peng Liu, Qian Qian
Издательство: Springer/Posts & Telecom Press
Год: 2023
Страниц: 398
Язык: английский
Формат: pdf (true), epub
Размер: 36.8 MB

Firstly, it takes common competition scenarios as a guide by giving the main processes of using Machine Learning to solve real-world problems, namely problem modelling, data exploration, feature engineering, model training. And then lists the main points of difficulties, general ideas with solutions in the whole process. Moreover, this book comprehensively covers several common problems in the field of Machine Learning competitions such as recommendation, temporal prediction, advertising, text computing, etc. This book is a systematic introduction to contests in the field of algorithms, not only explaining the theory behind the practice, but also elaborating in detail the guide to scoring and necessary skills needed from various angles, using different cases. Many Deep Learning algorithms have been applying to Natural Language Processing (NLP). The early word embedding model and the subsequent development of convolutional neural networks and recurrent neural networks have played a very important role for this time period, greatly improving the accuracy baseline of the original statistical method and achieving more generalized effects in different fields (such as translation, voice recognition, and other tasks). In the current latest environment, the self-attention mechanism models like transformer structures are applicable to a sea of data, which could then generate training models.

Название: Effective Theories in Programming Practice
Автор: Jayadev Misra
Издательство: ACM Books
Год: 2023
Страниц: 564
Язык: английский
Формат: pdf (true), epub
Размер: 20.7 MB

Set theory, logic, discrete mathematics, and fundamental algorithms (along with their correctness and complexity analysis) will always remain useful for computing professionals and need to be understood by students who want to succeed. This textbook explains a number of those fundamental algorithms to programming students in a concise, yet precise, manner. The book includes the background material needed to understand the explanations and to develop such explanations for other algorithms. The author demonstrates that clarity and simplicity are achieved not by avoiding formalism, but by using it properly. The book is self-contained, assuming only a background in high school mathematics and elementary program writing skills. It does not assume familiarity with any specific programming language. Starting with basic concepts of sets, functions, relations, logic, and proof techniques including induction, the necessary mathematical framework for reasoning about the correctness, termination and efficiency of programs is introduced with examples at each stage. Recursive programming is explained in Chapter 7 where an elementary version of the programming language Haskell is introduced.

Название: Logic, Automata, and Computational Complexity
Автор: Bruce M. Kapron
Издательство: ACM Books
Год: 2023
Страниц: 426
Язык: английский
Формат: pdf (true), epub
Размер: 12.6 MB

Professor Stephen A. Cook is a pioneer of the theory of computational complexity. His work on NP-completeness and the P vs. NP problem remains a central focus of this field. Cook won the 1982 Turing Award for "his advancement of our understanding of the complexity of computation in a significant and profound way." This volume includes a selection of seminal papers embodying the work that led to this award, exemplifying Cook's synthesis of ideas and techniques from logic and the theory of computation including NP-completeness, proof complexity, bounded arithmetic, and parallel and space-bounded computation. These papers are accompanied by contributed articles by leading researchers in these areas, which convey to a general reader the importance of Cook's ideas and their enduring impact on the research community. The book also contains biographical material, Cook's Turing Award lecture, and an interview. Together these provide a portrait of Cook as a recognized leader and innovator in mathematics and Computer Science, as well as a gentle mentor and colleague.