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Название: Principles of Soft Computing Using Python Programming: Learn How to Deploy Soft Computing Models in Real World Applications
Автор: Gypsy Nandi
Издательство: Wiley-IEEE Press
Год: 2024
Страниц: 348
Язык: английский
Формат: pdf (true), epub
Размер: 17.6 MB

An accessible guide to the revolutionary techniques of Soft Computing. Soft computing is a computing approach designed to replicate the human mind's unique capacity to integrate uncertainty and imprecision into its reasoning. It is uniquely suited to computing operations where rigid analytical models will fail to account for the variety and ambiguity of possible solutions. As Machine Learning and Artificial Intelligence become more and more prominent in the computing landscape, the potential for soft computing techniques to revolutionize computing has never been greater. Principles of Soft Computing Using Python Programming provides readers with the knowledge required to apply soft computing models and techniques to real computational problems. Beginning with a foundational discussion of soft or fuzzy computing and its differences from hard computing, it describes different models for soft computing and their many applications, both demonstrated and theoretical. The result is a set of tools with the potential to produce new solutions to the thorniest computing problems. Principles of Soft Computing Using Python Programmingis ideal for researchers and engineers in a variety of fields looking for new solutions to computing problems, as well as for advanced students in programming or the Computer Siences.

Название: Low-Code Development with Appsmith: Building Internal Tools and Business Applications
Автор: Rahul Sharma, Rajat Arora
Издательство: Apress
Год: 2023
Страниц: 277
Язык: английский
Формат: pdf
Размер: 10.1 MB

This book will show you how to harness the power of Appsmith, an open-source low-code platform with a large set of integration tools and an active community. The book begins with an introduction to Appsmith and its features. As you explore the platform, you will learn about widgets, UI Canvas, and data stores, among other things. Authors Rahul Sharma and Rajat Arora then show you how to build customizations and navigation workflows, as well as how to handle error handling, debugging, and troubleshooting with Appsmith. You will also learn efficient monitoring and authentication for deploying production-ready systems. Low-Code Development with AppSmith provides examples, realistic scenarios, and explanations of the tools you'll need to build successful low-code apps, helping you gain practical skills. Upon completing this book, you will be able to use Appsmith to build low-code solutions that suit your business requirements. For anyone interested in designing technical solutions with minimal programming. This book assumes a basic understanding of object-oriented programming and jаvascript.

Название: A Beginner's Guide to SSD Firmware: Designing, Optimizing, and Maintaining SSD Firmware
Автор: Gopi Kuppan Thirumalai
Издательство: Apress
Год: 2023
Страниц: 210
Язык: английский
Формат: pdf
Размер: 10.2 MB

Explore the concepts and techniques that are essential for designing, optimizing, and maintaining SSD (solid state drive) firmware. This book discusses the role of firmware in the functioning of SSDs and the importance of keeping firmware up to date to ensure optimal performance and security. The book starts with an introduction to SSD firmware and its role in SSDs. You will then learn basic NAND operations and common firmware features, followed by various design considerations and best practices for optimizing and maintaining SSD firmware. Moving ahead, you will learn some of the advanced features that are included in modern SSD firmware, such as wear leveling algorithms, garbage collection algorithms, error prevention and correction methods, and algorithms to reduce write amplification. User data flow and exception handling are discussed next, along with performance and debugging. To wrap things up, you will gain insight into possible future developments and innovations in SSD firmware. For SSDs to work properly and help us with tasks, they rely on both hardware and firmware. The hardware consists of the physical components of the device, such as the processor, memory, and storage. The firmware, meanwhile, is the software that runs on the device and controls the hardware. It is responsible for ensuring that the device performs its designated tasks and functions properly.

Название: Эффективный TypeScript. 62 способа улучшить код
Автор(ы): Дэн Вандеркам
Издательство: Питер
Год: 2021
Страниц: 288
Формат: PDF
Размер: 11 Мб
Язык: русский

Эффективный TypeScript» необходим тем, кто уже имеет опыт работы с jаvascript. Цель этой книги — не научить пользоваться инструментами, а помочь повысить профессиональный уровень.
TypeScript представляет собой не просто систему типов, а набор служб языка, удобных в использовании. Он повышает безопасность разработки в jаvascript, делает работу увлекательнее и проще.

Название: Artificial Intelligence and Machine Learning for Smart Community
Автор: T.V. Ramana, G.S. Pradeep Ghantasala, R. Sathiyaraj, Mudassir Khan
Издательство: CRC Press
Год: 2024
Страниц: 182
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Intelligent systems are technologically advanced machines that perceive and respond to the world around them. Artificial Intelligence and Machine Learning for Smart Community: Concepts and Applications presents the evolution, challenges, and limitations of the application of Machine Learning (ML) and Artificial Intelligence (AI) to intelligent systems and smart communities. This book focuses on cutting-edge research in the area of smart applications of AI and ML, ranging from the fundamentals/concepts, novel algorithms, mathematical models, case studies, and so on. The primary objective of this book is to recognize the trends in the field of AI integrated with ML and to dig out various efficient solutions for promoting smart applications for a better society. This book investigates the recent technological advancements and achievements in the said area and aims to discover the recent trends in AI and ML to promote and publish original articles in the relevant field of integration of ML and AI in various aspects of smart applications. It will also provide research directions for AI and ML in terms of offering better solutions for a smart and safe society. This reference text presents the most recent and advanced research on the application of Artificial Intelligence and Machine Learning on intelligent systems. It will discuss important topics such as business intelligence, reinforcement learning, supervised learning, and unsupervised learning in a comprehensive manner.

Название: ASP.NET Core in Action, Third Edition (Final)
Автор: Andrew Lock
Издательство: Manning Publications
Год: 2023
Страниц: 983
Язык: английский
Формат: True/Retail PDF, epub (true)
Размер: 34.8 MB, 34.4 MB

Build professional-grade full-stack web applications using C# and ASP.NET Core. Fully updated to ASP.NET Core 7.0! In ASP.NET Core in Action, Third Edition Microsoft MVP Andrew Lock teaches you how you can use your C# and .NET skills to build amazing cross-platform web applications. This revised bestseller reveals the latest .NET patterns, including minimal APIs and minimal hosting. Even if you've never worked with ASP.NET, you'll start creating productive cross-platform web apps fast. Illustrations and annotated code make learning visual and easy. For beginning to intermediate web developers. Examples are in C#.

Название: Learn AI-assisted Python Programming: With GitHub Copilot and ChatGPT (Final)
Автор: Leo Porter, Daniel Zingaro
Издательство: Manning Publications
Год: 2024
Страниц: 298
Язык: английский
Формат: True/Retail PDF, epub
Размер: 10.1 MB, 10.15 MB

Writing computer programs in Python just got a lot easier! Use AI-assisted coding tools like GitHub Copilot and ChatGPT to turn your ideas into applications faster than ever. AI has changed the way we write computer programs. With tools like Copilot and ChatGPT, you can describe what you want in plain English, and watch your AI assistant generate the code right before your eyes. It’s perfect for beginners, or anyone who’s struggled with the steep learning curve of traditional programming. This book shows you how to create and improve Python programs using AI—even if you’ve never written a line of computer code before. Spend less time on the slow, low-level programming details and instead learn how an AI assistant can bring your ideas to life immediately. As you go, you’ll even learn enough of the Python language to understand and improve what your AI assistant creates.

Название: Machine Learning for Causal Inference
Автор: Sheng Li, Zhixuan Chu
Издательство: Springer
Год: 2023
Страниц: 302
Язык: английский
Формат: pdf (true), epub
Размер: 26.2 MB

This book provides a deep understanding of the relationship between machine learning and causal inference. It covers a broad range of topics, starting with the preliminary foundations of causal inference, which include basic definitions, illustrative examples, and assumptions. It then delves into the different types of classical causal inference methods, such as matching, weighting, tree-based models, and more. Additionally, the book explores how Machine Learning can be used for causal effect estimation based on representation learning and graph learning. The contribution of causal inference in creating trustworthy machine learning systems to accomplish diversity, non-discrimination and fairness, transparency and explainability, generalization and robustness, and more is also discussed. The book also provides practical applications of causal inference in various domains such as natural language processing, recommender systems, computer vision, time series forecasting, and continual learning. Each chapter of the book is written by leading researchers in their respective fields.

Название: React from Scratch: A friendly guide for absolute beginners (Update 2023)
Автор: Ajdin Imsirovic
Издательство: Leanpub
Год: 2023-11-30
Страниц: 139
Язык: английский
Формат: pdf (true), mobi, epub
Размер: 10.1 MB

This book is my answer to the question: how to teach React to a complete beginner, in as little time as possible? Need to learn the basics quickly? This is your book. React is a library for the web, written in the jаvascript language. The purpose of this library is to code the UI of our websites. To be more efficient working with React, I highly recommend installing React Developer Tools in your browser of choice. If you’re starting this book, I expect you at least have Node.js and NPM installed on your machine. I’m also assuming that you did use a code editor before, and that you’re comfortable, or at least familiar with VS Code. Still, a level of knowledge of HTML, CSS, and JS will go a long way. The more you know the above three technologies, the easier this book will be. Specifically, here is the minimum HTML, CSS, and jаvascript that you need to understand for this book to really be useful to you. In Chapter 4, I’ll be coding a Bootstrap layout, so it would be beneficial for you to either know the Bootstrap framework or read through the documentation at the official Bootstrap website. React is built on top of jаvascript. Thus, in order to be able to code in React, the more jаvascript you know, the better.

Название: Elliptic Curve Cryptography for Developers (MEAP v6)
Автор: Mike Rosing
Издательство: Manning Publications
Год: 2023
Страниц: 232
Язык: английский
Формат: pdf (true)
Размер: 10.17 MB

Learn how to implement smaller, more secure public key protocols with this accessible guide to Elliptic Curve Cryptography. Elliptic Curve Cryptography for Developers introduces a powerful alternative to the prime number-based RSA encryption standard based on the mathematics of elliptic curves. This book empowers anyone who knows basic calculus to implement state-of-the-art cryptographic protocols that are smaller and more secure than RSA-based systems. It gradually introduces the concepts and subroutines you’ll need to master with diagrams, flow charts, and accessible language. Elliptic Curve Cryptography (ECC) is the powerful security protocol used for everything from credit card transitions to the blockchain. The results are amazing; ECC delivers zero knowledge proofs and aggregated multi-signatures with smaller key sizes than the prime number-based RSA standard. This reader-friendly book guides you step-by-step until you’re ready to write embedded systems code with advanced mathematical algorithms. Each chapter covers new mathematical concepts, all clearly illustrated with graphics, example code, and exercises to build your understanding of the complex ideas. Finally, you’ll put all your ideas into action by building two hands-on blockchain software projects. By the time you’re done reading, you’ll know the basics and be ready to take the step to more advanced capabilities.