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Название: Алгоритмы принятия решений
Автор: Кохендерфер М., Уилер Т., Рэй К.
Издательство: ДМК Пресс
Год: 2023
Страниц: 686
Язык: русский
Формат: pdf
Размер: 21.9 MB

Системы автоматического принятия решений и поддержки принятия решений человеком широко используются в различных областях – от предотвращения столкновений самолетов до скрининга рака молочной железы. При разработке таких систем важно учитывать различные источники неопределенности, тщательно соблюдая баланс между несколькими целями. Данная книга представляет собой полное введение в теорию алгоритмов принятия решений в условиях неопределенности, включая формулировки основных математических задач и методы их решения. Основное внимание уделяется планированию и обучению с подкреплением (англ. reinforcement learning), хотя некоторые из представленных методов основаны на элементах обучения с учителем (англ. supervised learning) и оптимизации. В основе этого учебника лежат алгоритмы, реализованные на языке программирования Julia. Мы обнаружили, что язык Julia идеально подходит для описания алгоритмов в удобочитаемой форме. Приоритетом при разработке алгоритмических реализаций была простота понимания, а не эффективность кода.

Название: ChatGPT Prompts Mastering: A Guide to Crafting Clear and Effective Prompts - Beginners to Advanced Guide
Автор: Christian Brown
Издательство: Xtro Media
Год: 2023
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.2 MB

Welcome to "ChatGPT Prompts Mastering: A Guide to Crafting Clear and Effective Prompts"! In this comprehensive guide, you'll learn everything you need to know about crafting clear and effective ChatGPT prompts that drive engaging and informative conversations. Whether you're a beginner or an experienced ChatGPT user, this book has something for everyone. From understanding the principles of effective prompting to mastering the art of constructing clear and concise prompts, you'll gain the skills and knowledge you need to take your ChatGPT conversations to the next level. The chapters that follow will go over everything from the fundamentals of ChatGPT and how it functions to more advanced strategies for creating engaging prompts and resolving frequent problems. You'll pick up practical tips and expert advice along the way to help you master ChatGPT prompting.

Название: Wild West to Agile: Adventures in Software Development Evolution and Revolution (Rough Cuts)
Автор: James Highsmith
Издательство: Addison-Wesley Professional/Pearson Education
Год: 2023
Страниц: 198
Язык: английский
Формат: epub (true), pdf
Размер: 10.16 MB

Wild West to Agile: The evolution and revolution of software development, drawn from personal experience, from the Apollo moon mission to digital transformations. In 2023, "technology is your business--no matter what your business." But how did we get here and how could a historical perspective prepare us for the future? Jim Highsmith tackles the evolution and revolution of software development, embellishes them with personal experiences, from the Apollo moon mission to modern digital transformations, and introduces the adventurous pioneers--from structured era developer Ken Orr to Agile methodologist Kent Beck--who strived to make the world a better place, by building better software. Software development is script writing—but for a computer, not an actor. But think of the script for an entire movie. Movies have themes (good versus evil, family drama, romantic comedy), characters, plots, action sequences, conflicts, and plot twists. Software development has desired outcomes, the feature requirements, data design, and coding in a specific language (COBOL, Java, Python). Making a movie is a collaborative effort; so is software development. At its core, software development is about people—their creativity, organization, knowledge, motivation, and skill.

Название: Python Basics: With Illustrations From The Financial Markets
Автор: Vivek Krishnamoorthy, Jay Parmar, Mario Pisa Pena
Издательство: QuantInsti Publication
Год: July 2021 (Version 1.0.2)
Страниц: 325
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

Why was this written? This book grew out of the EPAT lectures that we have been conducting in Python for a number of years. These notes give us the freedom to marinate on some concepts a little longer and fill in on gaps that arise in the lecture format. We hope that our writing is compact and adequate for you, the reader, to obtain a greater understanding of the language and some of its essential libraries. We expect that for the interested reader, this book would be among the first of many books or blogs that you would read on Python. Python is used by the novice programmer as well as by the highly skilled professional developer. It is being used in academia, at web companies, in large corporations and financial institutions.

Название: Code Gamers Development: Essentials: A 9-Week Beginner’s Guide to Start Your Game-Development Career
Автор: A.E Colonna
Издательство: Independently published
Год: 2022
Страниц: 228
Язык: английский
Формат: pdf, epub
Размер: 10.2 MB

Are you a beginner who’d like to know how to program video games? Would you like to get ahold of simple, effective, and compatible steps that will enable you to be an excellent problem solver while game programming? Do you want to start game coding without worrying if you’re smart enough to get it right? If your answer is yes to any of these questions, you’ve got to read this book! A.E Colonna is an avid gamer and a self-taught game developer who is ready to give you a smooth introduction to video game development. Through this comprehensive guide, he will teach you the different types of game engines and show you how to code your own game using the C# programming language. After nine weeks, you’re guaranteed to know the basic coding concepts; you’ll be ready to create your first game using C# and the Unity engine!

Название: Принципы параллельного программирования
Автор: Лин К., Снайдер Л.
Издательство: Издательство Московского университета
Год: 2013
Cтраниц: 408
Формат: pdf
Размер: 53 мб
Язык: русский

В век развития многоядерной процессорной архитектуры тема параллельного программирования для инженеров и проектировщиков компьютерных систем становится очень важной.

Название: Artificial Intelligence: Applications and Innovations
Автор: Rashmi Priyadarshini, R.M. Mehra, Amit Sehgal, Prabhu Jyot Singh
Издательство: CRC Press
Год: 2023
Страниц: 301
Язык: английский
Формат: pdf (true)
Размер: 22.6 MB

Artificial Intelligence: Applications and Innovations is a book about the science of Artificial Intelligence (AI). AI is the study of the design of intelligent computational agents. This book provides a valuable resource for researchers, scientists, professionals, academicians and students dealing with the new challenges and advances in the areas of AI and innovations. This book also covers a wide range of applications of Machine Learning such as fire detection, structural health and pollution monitoring and control. In the last few years, with the improvement of algorithms in general and the lethal development of computing power, the availability of large amounts of information has led to the increased interest and opportunities for applications of Machine Learning (ML). The most common deployments of ML algorithms are for classification, regression, and clustering. Another domain of application is based on quantitative reduction of large sets of data with high- dimensionality. In fact, it has been proven that ML has superhuman abilities in a number of areas, such as autonomous vehicles, classification, photography, and so on. ML has also become an integral part of various daily activities through techniques such as image recognition, voice recognition, web-search, and fraud detection, as well as in e-mail/spam filters, credit scores, and many others with ML algorithms.

Название: Алгоритмы на практике
Автор: Зингаро Даниэль
Издательство: Питер
Год: 2023
Формат: pdf
Страниц: 432
Размер: 20,5 Мб
Язык: русский

«Алгоритмы на практике» научат решать самые трудные и интересные программистские задачи, а также разрабатывать собственные алгоритмы. В качестве примеров для обучения взяты реальные задания с международных соревнований по программированию. Вы узнаете, как классифицировать задачи, правильно подбирать структуру данных и выбирать алгоритм для решения. Поймете, что выбор структуры данных — будь то хеш-таблица, куча или дерево —влияет на скорость выполнения программы и на эффективность алгоритма. Разберетесь, как применять рекурсию, динамическое программирование, двоичный поиск. Никакого условного псевдокода, все примеры сопровождаются исходным кодом на языке Си подробными объяснениями.

Название: Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control, 2nd Edition
Автор: Steven L. Brunton, J. Nathan Kutz
Издательство: Cambridge University Press
Год: 2022
Страниц: 616
Язык: английский
Формат: pdf (true)
Размер: 29.1 MB

Data-driven discovery is revolutionizing how we model, predict, and control complex systems. Now with Python and MATLAB, this textbook trains mathematical scientists and engineers for the next generation of scientific discovery by offering a broad overview of the growing intersection of data-driven methods, Machine Learning, applied optimization, and classical fields of engineering mathematics and mathematical physics. With a focus on integrating dynamical systems modeling and control with modern methods in applied Machine Learning, this text includes methods that were chosen for their relevance, simplicity, and generality. Topics range from introductory to research-level material, making it accessible to advanced undergraduate and beginning graduate students from the engineering and physical sciences. The second edition features new chapters on reinforcement learning and physics-informed Machine Learning, significant new sections throughout, and chapter exercises. Online supplementary material including lecture videos per section, homeworks, data, and code in MATLAB, Python, Julia, and R available on site.

Название: Let's Go - Learn to Build Professional Web Applications with Go, 2nd Edition (Version 2.20.0)
Автор: Alex Edwards
Издательство: Alex Edwards
Год: 2023-02-17
Страниц: 426
Язык: английский
Формат: pdf, html, epub + Code
Размер: 22.6 MB

A step-by-step guide to creation fast, secure, and maintainable web applications with Go. Let’s Go is a clear, concise and easy-to-follow guide to web development with Go. Let’s Go teaches you step-by-step how to create fast, secure and maintainable web applications using the fantastic programming language Go. The idea behind this book is to help you learn by doing. Together we’ll walk through the start-to-finish build of a web application — from structuring your workspace, through to session management, authenticating users, securing your server and testing your application. Building a complete web application in this way has several benefits. It helps put the things you’re learning into context, it demonstrates how different parts of your codebase link together, and it forces us to work through the edge-cases and difficulties that come up when writing software in real-life. In essence, you’ll learn more than you would by just reading Go’s (great) documentation or standalone blog posts. By the end of the book you’ll have the understanding — and confidence — to build your own production-ready web applications with Go.