Название: Game Theory for Applied Econometricians: Data Analytics with R
Автор: Christopher P. Adams
Издательство: CRC Press
Год: 2025
Страниц: 281
Язык: английский
Формат: pdf (true), epub
Размер: 10.6 MB

Over the last 30 years the practice and use of game theory has changed dramatically, yet textbooks continue to present game theory with algebraic formalism and toy models. This book, on the other hand, illustrates game theory concepts using real-world data and analyses problems with real policy implications. The focus is on applying current learning to real world problems by providing an introduction to game theory and econometric analysis based on game theoretic principles using the computer language R. The book is written in RStudio using Sweave. Sweave allows LaTeX to be integrated into R. LaTeX is a free type-setting language that is designed for writing math. Much of the code that is used in the book is actually presented in the book.

Название: Soft Computing and Machine Learning: A Fuzzy and Neutrosophic View of Reality
Автор: Mohd Anas Wajid, Aasim Zafar, Mohammad Saif Wajid, Akib Mohi Ud Din Khanday, Pronaya Bhattacharya
Издательство: CRC Press
Год: 2025
Страниц: 323
Язык: английский
Формат: pdf (true), epub
Размер: 25.2 MB

This reference text covers the theory and applications of soft computing and Machine Learning and presents readers with the intelligent fuzzy and neutrosophic rules that require situations where classical modeling approaches cannot be utilized, such as when there is incomplete, unclear, or imprecise information at hand or inadequate data. It further illustrates topics such as image processing, and power system analysis. The theory of Machine Learning (ML) is an interdisciplinary domain that converges statistical, probabilistic, computer science, and algorithmic elements. It involves iterative learning from data, unveiling concealed insights to construct intelligent applications. In the dynamic domain of Artificial Intelligence (AI), ML has been the cornerstone of numerous technological advancements, revolutionizing industries and reshaping how we perceive data analysis and predictive modeling. However, amidst this robust framework, a newer paradigm known as Neutrosophic Machine Learning (NML) has emerged, offering a novel perspective on handling uncertainty, imprecision, and indeterminacy within datasets.

Название: Creating ChatGPT Apps with jаvascript: A Hands-On Guide for AI Applications with OpenAI APIs
Автор: Bruce Hopkins Jr., Bruce Hopkins Sr.
Издательство: Apress
Год: 2025
Страниц: 230
Язык: английский
Формат: True PDF, True EPUB
Размер: 10.1 MB

Transform your jаvascript expertise through the power of Open AI API models using "Creating ChatGPT Apps with jаvascript." This book will guide jаvascript developers to build smart applications while providing tangible knowledge of OpenAI's API for text summarization, creating transcripts from audio files, generating images, and running models locally on your machine. Through hands-on projects and code examples, readers will discover how to build AI-powered apps from scratch, such as using embeddings to train a Discord bot to answer customers' questions in multiple languages. Readers will also learn to dictate text for writing articles or blogs with a localized integration of Whisper and generate hero images with Dall-E. What's more, in the final chapter of this book, you'll be able to maximize productivity by creating a Smart Assistant like Alexa or Siri with jаvascript and the new Raspberry Pi 5. This book is written for jаvascript developers and hobbyists that want to use OpenAI and ChatGPT to create intelligent applications and streamline productivity. No prior experience with ChatGPT or OpenAI APIs is required.

Название: Mastering PowerShell through Rock-Paper-Scissors
Автор: Laszlo Bocso
Издательство: Independently published
Год: December 21, 2024
Страниц: 195
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.1 MB

Embark on an exciting journey to master PowerShell through the creation of a classic game: Rock-Paper-Scissors. "Mastering PowerShell through Rock-Paper-Scissors" offers a unique, hands-on approach to learning one of the most versatile scripting languages in the IT world. Whether you're a complete beginner or an experienced programmer looking to add PowerShell to your toolkit, this book provides an engaging and practical path to proficiency. Why Rock-Paper-Scissors? This timeless game serves as the perfect vehicle for learning PowerShell. As you progress through the book, you'll build a fully functional Rock-Paper-Scissors game from the ground up, encountering and mastering key programming concepts along the way. The game's simple rules belie the complex programming principles you'll explore, making it an ideal project for learners at all levels. Whether you're looking to enhance your IT skills, automate your workflow, or simply learn a powerful new tool, "Mastering PowerShell through Rock-Paper-Scissors" offers an enjoyable and effective path to PowerShell proficiency.

Название: React Web Development Handbook
Автор: Onyx Rose
Издательство: Independently published
Год: 2025
Страниц: 320
Язык: английский
Формат: pdf, epub (true)
Размер: 10.1 MB

Unlock the power of modern web development with React—one of the most in-demand and widely-used jаvascript libraries in the industry today. React Web Development Handbook is your practical guide to building fast, interactive, and scalable web applications with confidence. Designed for both beginners and experienced developers, this book takes a hands-on, project-ready approach to mastering React fundamentals and beyond. You'll explore core concepts like components, props, state, and hooks, while also learning how to build real-world features, handle data, and optimize user interfaces. Clear explanations, professional tips, and real code examples make each topic easy to understand and apply. Whether you're starting your web development journey or leveling up your frontend skills, this handbook is a valuable companion that grows with you. Start creating dynamic web applications the modern way—efficiently, confidently, and with React.

Название: Pro .Net Memory Management: For Better Code, Performance, and Scalability, 2nd Edition
Автор: Konrad Kokosa, Christophe Nasarre, Kevin Gosse
Издательство: Apress
Год: 2024
Страниц: 780
Язык: английский
Формат: True PDF
Размер: 49.0 MB

Understand .NET memory management internal workings, pitfalls, and techniques in order to effectively avoid a wide range of performance and scalability problems in your software. Despite automatic memory management in .NET, there are many advantages to be found in understanding how .NET memory works and how you can best write software that interacts with it efficiently and effectively. This book is your comprehensive guide to writing better software by understanding and working with memory management in .NET, from Framework up to .NET 8. Thoroughly vetted by the .NET Team at Microsoft, this book contains valuable troubleshooting scenarios designed to help diagnose challenging memory problems. You will also benefit from a multitude of .NET memory management “rules” to live by that introduce methods for writing memory-aware code and the means for avoiding common, destructive pitfalls. I wanted to write this book in a manner pleasant for every .NET developer. No matter how experienced you are, you should find something interesting here. While we start from the basics, junior programmers quickly will have an opportunity to get deeper into .NET internals. More advanced programmers will find many implementation details more interesting. And above all, regardless of experience, everyone should be able to benefit from the presented practical examples of code and problem diagnoses. For .NET developers, solution architects, and performance engineers.

Название: Mastering Python for Artificial Intelligence: The Trilogy – Part I: The Essentials of Python Programming
Автор: Muslum Yildiz
Издательство: Independently published
Год: October 24, 2024
Страниц: 589
Язык: английский
Формат: epub
Размер: 43.9 MB

Step into the world of Python with The Essentials of Python Programming, the first volume in the Mastering Python for AI trilogy. Whether you're new to programming or aiming to sharpen your skills for real-world applications, this book is your perfect starting point. It combines a solid foundation with practical, hands-on exercises that will prepare you for more advanced topics in Python and AI. The inspiration behind writing this trilogy stems from a noticeable gap in many Python books published to date. While many existing resources touch on the core concepts, they often lack the depth required to truly understand Python’s potential. Additionally, the exercises in these books are often limited in both number and scope, frequently missing the connection to real-world scenarios that would make learning more practical and engaging. Beyond its simplicity, Python boasts an impressive ecosystem of libraries and frameworks tailored for AI and Machine Learning. These tools, such as TensorFlow, PyTorch, and Scikit-learn, allow developers to create powerful models for natural language processing, computer vision, and more.

Название: Software Engineering and Management: Theory and Applications: Volume 17
Автор: Roger Lee
Издательство: Springer
Серия: Studies in Computational Intelligence, 1193
Год: 2025
Страниц: 262
Язык: английский
Формат: pdf (true)
Размер: 15.2 MB

The main purpose of this book is to seek peer-reviewed original research papers on the foundations and new developments in Software Engineering. The focus will also be on publishing in a timely manner, the results of applying new and emerging technologies originating from research in Software Engineering. Software Engineering should be applied to a variety of areas, and applications can range across many fields. Extracting Educational Code Examples from Python Textbooks: Python serves as a versatile programming language due to its diverse audience. This versatility, however, has a double-edged nature as it implies a multitude of learning examples, which can quickly become overwhelming for students. To explore these examples in an educational context, we investigate their usage in Python textbooks. The results indicate that coding examples are prevalent, making up approximately 39.5% of the content compared to other topics. We then classified the example content into four types: Application Programming Interfaces, Data and Processing, Graphical User Interfaces, and others. We also identified a list of 19 Python libraries used in these various examples.

Название: Advanced Computer Vision with OpenCV 4: Build powerful computer vision applications with OpenCV 4 using Python and C++
Автор: Finbarrs Oketunji
Издательство: Independently published
Год: November 22, 2024
Страниц: 827
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

Advanced Computer Vision with OpenCV 4 presents techniques and methods for developing computer vision applications using OpenCV 4. The book enables software engineers, researchers, and computer vision enthusiasts to implement advanced image and video processing systems. OpenCV (Open Source Computer Vision Library) stands as one of the most powerful and widely-used open-source libraries for computer vision and image processing. Since its initial release in 2000, OpenCV has evolved significantly, with version 4 introducing substantial improvements in performance, functionality, and deep learning capabilities. In the Chapter 1, we’ll establish a solid foundation for working with OpenCV 4. We’ll begin by understanding the library’s architecture, followed by setting up a proper development environment for both Python and C++. You’ll learn about the core concepts, basic image operations, and important data structures that form the backbone of OpenCV applications.

Название: Mastering DevOps in Kubernetes: Maximize your container workload efficiency with DevOps practices in Kubernetes
Автор: Soumiyajit Das Chowdhury
Издательство: BPB Publications
Год: 2024
Страниц: 446
Язык: английский
Формат: pdf (true)
Размер: 48.9 MB

Learn how to build, deploy, use, and maintain your applications on Kubernetes. DevOps with Kubernetes combines two powerful technologies to bring efficiency and speed to the software development process. Kubernetes has become the de facto standard for container orchestration, while DevOps practices are rapidly becoming essential for organizations to manage their software development and delivery pipelines. By using Kubernetes and DevOps practices together, teams can streamline their deployment processes, reduce errors, and deliver software faster and more reliably. The book is a must-read for DevOps teams using Kubernetes to deploy container workloads. It offers valuable insights into the best practices required to make their application container-agnostic and streamline their workflows.