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Название: How AI Works: From Sorcery to Science
Автор: Ronald T. Kneusel
Издательство: No Starch Press
Год: 2024
Страниц: 240
Язык: английский
Формат: epub
Размер: 19.3 MB

AI isn’t magic. How AI Works demystifies the explosion of Artificial Intelligence by explaining—without a single mathematical equation—what happened, when it happened, why it happened, how it happened, and what AI is actually doing "under the hood." Artificial Intelligence is everywhere—from self-driving cars, to image generation from text, to the unexpected power of language systems like ChatGPT—yet few people seem to know how it all really works. How AI Works unravels the mysteries of Artificial Intelligence, without the complex math and unnecessary jargon. Many books teach you how to do Artificial Intelligence (AI). Similarly, many popular books tell you about AI. However, what seems to be missing is a book that teaches you how AI works at a conceptual level. AI isn’t magic; you can understand what it’s doing without burying yourself in complex mathematics. This book fills that void with a math-free explanation of how AI works. While some books are down in the weeds and others offer a bird’s-eye view, this book is at treetop level. It aims to provide you with enough detail to understand the approach without getting bogged down in nitty-gritty mathematics.

Название: The Fundamentals of Telemetry Pipelines: And How They Are Used to Maintain Application Performance
Автор: Russ Miles
Издательство: O’Reilly Media
Год: 2023-09-19
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

If you're a DevOps engineer, SRE, or security engineer struggling under a deluge of telemetry data, this report is for you. High-quality metrics, traces, and logs are all essential for observing and working with modern systems, but when they're applied to a complex cloud-based system the result can be a confusing mess. Telemetry pipelines give you the tools to navigate this mess, providing the ways and means to extract so much more from your data. In this report, you’ll learn what the promise of telemetry pipelines is and how it feels to be able to use telemetry pipeline tools to master your flood of telemetry data. From there, we dive into the key concepts you’ll need when you build your own telemetry pipelines and look at some real-world examples. By the end of this report, you’ll understand how investing in your own telemetry pipelines can help you go even further, implementing valuable business cases, such as compliance and cost management.

Название: Effective Haskell: Solving Real-World Problems with Strongly Typed Functional Programming
Автор: Rebecca Skinner
Издательство: Pragmatic Bookshelf
Год: July 2023 (Book version: P1.0)
Страниц: 663
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

Put the power of Haskell to work in your programs, learning from an engineer who uses Haskell daily to get practical work done efficiently. Leverage powerful features like Monad Transformers and Type Families to build useful applications. Realize the benefits of a pure functional language, like protecting your code from side effects. Manage concurrent processes fearlessly. Apply functional techniques to working with databases and building RESTful services. Don't get bogged down in theory, but learn to employ advanced programming concepts to solve real-world problems. Don't just learn the syntax, but dive deeply into Haskell as you build efficient, well-tested programs. Haskell is a pure functional programming language with a rich ecosystem of tools and libraries. Designed to push the boundaries of programming, it offers unparalleled power for building reliable and maintainable systems. But to unleash that power, you need a guide. Effective Haskell is that guide. Written by an engineer who understands how to apply Haskell to the real world and uses it daily to get practical work done, it is your ticket to Haskell mastery. Gain deep understanding of how Haskell deals with IO and the outside world by writing a complete Haskell application that does several different kinds of IO. Reinforce your learnings with practice exercises in every chapter.

Название: Fuzzy Petri Nets for Knowledge Representation, Acquisition and Reasoning
Автор: Hua Shi, Hu-Chen Liu
Издательство: Springer
Год: 2023
Страниц: 476
Язык: английский
Формат: pdf (true)
Размер: 12.2 MB

With the development of Artificial Intelligence, developing expert systems to simulate human thinking has become a hot research topic nowadays. Expert system is an intellectual programming system that uses the knowledge captured from experts to solve specific problems reaching the level of experts. The crucial issues in developing an expert system are the representation of the obtained expert knowledge, the acquisition of experts’ professional knowledge, and the reasoning process of knowledge rules. So far, many knowledge representation methods have been introduced in the literature. Among them, the fuzzy Petri nets (FPNs) are a promising modelling tool for expert systems and have a couple of attractive advantages. Combining fuzzy sets and Petri nets, the FPNs are a graphical and mathematical model tool for representing imprecise information and supporting fuzzy reasoning in expert systems. An FPN is a marked graphical system containing places and transitions, where graphically circles represent places, bars depict transitions, and directed arcs denote the relationships between places and transitions. The main features of an FPN are that it supports visualized representation of information and provides a unified form to deal with imprecise and uncertain knowledge information. Due to these characteristics, the FPN method has been applied to many industrial fields for knowledge representation and reasoning in expert systems.

Название: Вязание крючком. Для начинающих
Шеф-редактор: И.Присяжнюк
Изд-во: К.: Детская христианская литература
Год: 2012
Страниц: 66
Формат: PDF
Размер: 36,06 Мб
Язык: русский

Доступное пособие для вязальщиц крючком, как для начинающих, так и для опытных. (Серия 100: №2, 2012).

Название: Intelligent Data Analytics IoT and Blockchain
Автор: Bashir Alam, Mansaf Alam
Издательство: CRC Press
Год: 2024
Страниц: 367
Язык: английский
Формат: pdf (true)
Размер: 73.6 MB

This book focuses on data analytics with Machine Learning (ML) using IoT and blockchain technology. Integrating these three fields by examining their interconnections, Intelligent Data Analytics, IoT, and Blockchain examines the opportunities and challenges of developing systems and applications exploiting these technologies. Written primarily for researchers who are working in this multi-disciplinary field, the book also benefits industry experts and technology executives who want to develop their organizations’ decision-making capabilities. The book presents novel ideas and insights on different aspects of data analytics, blockchain technology, and IoT. It views these technologies as interdisciplinary fields concerning processes and systems that extract knowledge and insights from data. Focusing on recent advances, the book offers a variety of solutions to real-life challenges with an emphasis on security.