Название: Reinforcement Learning for Sequential Decision and Optimal Control
Автор: Shengbo Eben Li
Издательство: Springer
Год: 2023
Страниц: 484
Язык: английский
Формат: pdf (true)
Размер: 22.9 MB

As one of the most important Artificial Intelligence (AI) branches, Reinforcement Learning (RL) has attracted increasing attention in recent years. RL is an interdisciplinary field of trial‐and‐error learning and optimal control that promises to provide optimal solutions for decision‐making or control in large‐scale and complex dynamic processes. Have you ever wondered how AlphaZero learns to defeat the top human Go players? Do you have any clues about how an autonomous driving system can gradually develop self-driving skills beyond normal drivers? What is the key that enables AlphaStar to make decisions in Starcraft, a notoriously difficult strategy game that has partial information and complex rules? The core mechanism underlying those recent technical breakthroughs is Reinforcement Learning (RL), a theory that can help an agent to develop the self-evolution ability through continuing environment interactions.

Название: The Ascetic Programmer: How asceticism benefits programming, science, and the arts
Автор: Antonio Piccolboni
Издательство: Independently published
Год: 2023
Страниц: 219
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 14.2 MB

Ascetic programming is the writing of computer programs using fewer lines of code or forgoing certain programming language features. Imposing restrictions on programming other than those on resources goes at least as far back as Edsger W. Dijkstra's condemnation of the goto statement. However, among possible restrictions, the one on program length is the most interesting. It has positive associations to computing, from correctness to maintainability. Asceticism originated as a spiritual practice targeting worldly pleasures and promising salvation or enlightenment. This book will focus mainly on code length restrictions and, more generally, description length restrictions, and our rewards will be plenty and varied, but less spiritual. Asceticism in programming comes in two flavors: conciseness and frugality. The former aims at delivering the same functionality with fewer lines of code; the latter's goal is identifying essential features and discarding the rest. They both apply to programming at all scales, from snippets to systems.

Название: Software Engineering for Data Scientists (MEAP v2)
Автор: Andrew Treadway
Издательство: Manning Publications
Год: 2023
Страниц: 213
Язык: английский
Формат: pdf (true)
Размер: 12.2 MB

These easy to learn and apply software engineering techniques will radically improve collaboration, scaling, and deployment in your Data Science projects. Software Engineering for Data Scientists presents important software engineering principles that will radically improve the performance and efficiency of Data Science projects. Author and Meta data scientist Andrew Treadway has spent over a decade guiding models and pipelines to production. This practical handbook is full of his sage advice that will change the way you structure your code, monitor model performance, and work effectively with the software engineering teams. Many basic software engineering skills apply directly to Data Science! As a data scientist, learning the right software engineering techniques can save you a world of time and frustration. Source control simplifies sharing, tracking, and backing up code. Testing helps reduce future errors in your models or pipelines.

Название: Architecture Modernization: Socio-technical alignment of software, strategy, and structure (MEAP v4)
Автор: Nick Tune
Издательство: Manning Publications
Год: 2023
Страниц: 221
Язык: английский
Формат: pdf (true)
Размер: 13.3 MB

Concrete tools, techniques, and processes to align software architecture with your business domains, organizational design, team topologies, and corporate strategy. For a business to thrive, its software architecture needs to match its organizational structure and strategy. Architecture Modernization: Socio-technical alignment of software, strategy, and structure presents concrete practices to evolve software, teams, and business strategy to achieve your business’s full potential. You’ll combine well-established and emerging practices like Domain-Driven Design, Event Storming, and Wardley Mapping to discover business needs, design an optimal architecture, and avoid falling back into old habits. Every technique is illustrated with insightful industry examples, tales of experience, and an interactive Miro board that lets you dig deeper.

Название: Создай свой собственный язык программирования: Руководство программиста по разработке компиляторов, интерпретаторов и доменно-ориентированных языков для решения современных вычислительных задач
Автор: Клинтон Л. Джеффери
Издательство: ДМК Пресс
Год: 2022
Страниц: 410
Язык: русский
Формат: pdf
Размер: 14.7 MB

Книга рассказывает о том, как разрабатывать уникальные языки программирования, чтобы сократить время и стоимость создания приложений для новых или специализированных областей применения вычислительной техники. Вы начнете с реализации интерфейса компилятора для вашего языка, включая лексический и синтаксический анализатор, а к концу чтения сможете разрабатывать и воплощать в коде свои собственные языки, позволяющие компилировать и запускать программы. Создание новых языков для конкретных целей – одно из противоядий от кризиса программного обеспечения. Чтобы извлечь максимальную пользу из данной книги, требуются знания среднего уровня и опыт работы с языком высокого уровня, таким как Java или C++.

Название: The Most Concise Step-By-Step Guide To ChatGPT Ever
Автор: G.A. Pimpleton
Издательство: Lulu.com
Год: 2023
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.1 MB

Unlock the full potential of ChatGPT with The Most Concise Step-By-Step Guide to ChatGPT Ever. This comprehensive guide covers everything you need to know about this cutting-edge technology, including its basics, advanced features, and real-world applications. Whether you're a beginner or an experienced user, this book will provide you with a step-by-step approach to using ChatGPT. In summary, ChatGPT is a powerful language model created by OpenAI that can understand and generate human language. It is trained using Machine Learning techniques. Language models and Machine Learning are two buzzwords you might have heard floating around the tech industry, and for good reason. They are key concepts that are changing the way we interact with technology and information.

Название: AI Programming: Boost your Unity/C#
Автор: Mina Pecheux
Издательство: Independently published
Год: 2023
Страниц: 276
Язык: английский
Формат: epub
Размер: 10.2 MB

This book aims at giving you an all-around knowledge of the most common Artificial Intelligence (AI) techniques, from finite state machines to behaviour trees, planners and utility-based AI. As we progress in our journey, we’ll go through each tool one by one, and we’ll talk both about the why and the why use that technique instead of this one? did game developers come up with this architecture? how do you implement such a model in a Unity/C# project? By the end of your read, you should have a good grasp of where those famous AI tools come from, what well-known games leverage them today, and how you can use them in your future game projects. And you’ll also have several complete demo scenes to tweak and expand to your liking, so as to deepen your understanding of the topic.

Название: Go Cookbook: Expert Solutions for Commonly Needed Go Tasks (6th Early Release)
Автор: Sau Sheong Chang
Издательство: O’Reilly Media, Inc.
Год: 2023-04-07
Страниц: 224
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

Go is an increasingly popular language for programming everything from web applications to distributed network services. This practical guide provides recipes to help you unravel common problems and perform useful tasks when working with Go. Each recipe includes self-contained code solutions that you can freely use, along with a discussion of how and why they work. Programmers new to Go can quickly ramp up their knowledge while accomplishing useful tasks, and experienced Go developers can save time by cutting and pasting proven code directly into their applications.

Название: Dive Into Data Science: Use Python To Tackle Your Toughest Business Challenges
Автор: Bradford Tuckfield
Издательство: No Starch Press
Год: 2023
Страниц: 390
Язык: английский
Формат: epub (true), mobi
Размер: 10.2 MB

Learn how to use Data Science and Python to solve everyday business problems. Dive into the exciting world of Data Science with this practical introduction. Packed with essential skills and useful examples, Dive Into Data Science will show you how to obtain, analyze, and visualize data so you can leverage its power to solve common business challenges. With only a basic understanding of Python and high school math, you’ll be able to effortlessly work through the book and start implementing data science in your day-to-day work. From improving a bike sharing company to extracting data from websites and creating recommendation systems, you’ll discover how to find and use data-driven solutions to make business decisions.

Название: Профессия «Фронтенд-разработчик» (HTML Academy)
Автор: Коллектив
Издательство: HTML Academy
Год: 2023
Формат: html
Страниц: много
Размер: 101 Mb
Язык: Русский

Курс разработан для тех, кто хочет сменить профессию и стать высокооплачиваемым специалистом. Он подойдёт для работающих людей, у которых мало времени.