Название: Explainable Machine Learning Models and Architectures
Автор: Suman Lata Tripathi, Mufti Mahmud
Издательство: Wiley-Scrivener
Год: 2023
Страниц: 273
Язык: английский
Формат: pdf (true)
Размер: 61.5 MB

Machine Learning and Deep Learning modules are now an integral part of many smart and automated systems where signal processing is performed at different levels. Signal processing in the form of text, images, or video needs large data computational operations at the desired data rate and accuracy. Large data requires more use of integrated circuit (IC) area with embedded bulk memories that further lead to more IC area. Trade-offs between power consumption, delay and IC area are always a concern of designers and researchers. New hardware architectures and accelerators are needed to explore and experiment with efficient Machine Learning models. Many real-time applications like processing of biomedical data in healthcare, smart transportation, satellite image analysis, and IoT-enabled systems to have a lot of scope for improvements in terms of accuracy, speed, computational powers and overall power consumption. This book deals with the efficient Machine Learning and Deep Learning models that support high-speed processors with reconfigurable architectures like graphic processing units (GPUs) and field programmable gate arrays (FPGAs), or any hybrid system. Whether for the veteran engineer or scientist working in the field or laboratory, or the student or academic, this is a must have for any library.

Название: Машинное зрение. Основы и алгоритмы с примерами на Matlab
Автор: Питер Корк
Издательство: ДМК Пресс
Год: 2023
Страниц: 586
Язык: русский
Формат: pdf
Размер: 80.9 MB

Книга представляет собой введение в классическое компьютерное зрение. Автор показывает, как можно разложить на части и решить сложные задачи в этой сфере с помощью всего нескольких простых строк кода. Machine Vision Toolbox for MATLAB — открытое программное обеспечение, которое позволяет читателю легко применять алгоритмические концепции на практике и работать с нетривиальными задачами. Раскрываются теоретические основы алгоритмов, а многочисленные примеры кода иллюстрируют его использование. Все сгенерированные MATLAB рисунки были обновлены, чтобы отразить последние улучшения графики MATLAB, и все примеры кода были обновлены и протестированы в соответствии с актуальными требованиями и доступны в виде MATLAB Live Scripts. Книга предполагает знание линейной алгебры (матрицы, векторы, собственные значения), базовой теории групп и теории графов на уровне бакалавра. Некоторые из этих тем, вероятно, будут лучше знакомы студентам инженерных специальностей, чем студентам, изучающим информатику. Книга также предполагает, что читатель знаком с моделированием и программированием в MATLAB, а также с методами объектно ориентированного программирования (возможно, C++, Java или Python).

Название: Software Reviews - Identifying Risks and Problems in Software
Автор: Christine Koppelt, Markus Harrer, Gernot Starke
Издательство: innoQ Deutschland GmbH
Год: 2022-12-07
Язык: английский
Формат: pdf (true), epub
Размер: 10.2 MB

Practically all software suffers from problems: Maybe it runs too slowly, sometimes crashes, doesn't look as nice as the competitors' product or changes take too long. Apart from hello-world applications, there is always room for improvement. Here we show you how to detect such problems. Check use of appropriate technology: The choice of underlying technologies and frameworks can significantly influence the changeability of a system. Example: In early architecture and programming paradigms of Enterprise Java, development teams had to configure their systems manually in XML-based deployment descriptors besides fulfilling complicated programming requirements. This was both time-consuming and error-prone. Simplified models such as Spring Boot reduce the cognitive load for development teams and, therefore, most times lead to systems that are easier to change. Therefore, you should check the technologies and frameworks used to determine whether necessary or frequently recurring changes are made easier or more difficult as a result.

Название: Professional jаvascript for Web Developers, 5th Edition
Автор: Matt Frisbie
Издательство: Wiley
Год: 2024
Страниц: 1105
Язык: английский
Формат: pdf (true)
Размер: 12.3 MB

Update and upgrade your jаvascript skillset for ES 2023 with the ultimate jаvascript guide for pros. Professional jаvascript for Web Developers, 5th edition, is the gold-standard in intermediate-to-advanced jаvascript programming development books. The author dives directly into the inner workings of jаvascript to help you clean up your code and become a more sophisticated and talented jаvascript developer. From object-oriented programming and inheritance to combining jаvascript with HTML and other markup languages, expert computer engineer Matt Frisbie walks you through everything you need to know to level-up your jаvascript game. This new edition is updated to include ECMAScript 2023 and later standard releases, the most useful techniques, and a relentless focus on code that works seamlessly in mobile web browsers and with the latest common frameworks and libraries. Perfect for those who think they already know jаvascript “pretty well,” Professional jаvascript for Web Developers, 5th edition, is the pro-level update that intermediate and advanced web developers have been waiting for.

Название: ChatGPT für Dummies
Автор: Pam Baker
Издательство: Wiley-VCH GmbH
Год: 2024
Страниц: 291
Язык: немецкий
Формат: pdf, epub
Размер: 52.2 MB

Profitieren auch Sie von den wunderbaren Fähigkeiten von ChatGPT. Pam Baker erklärt Ihnen, wie ChatGPT funktioniert und wie Sie den Chatbot gewinnbringend einsetzen - sei es bei der Texterstellung für Werbezwecke, der Kundenbetreuung auf einer Webseite oder für die Beantwortung all jener Fragen, auf die Sie bisher keine Antwort gefunden haben. Sie lernen die Stärken und Schwächen des Tools kennen. So können Sie besser einschätzen, wo es Ihnen nutzt und wo Sie besser weiter arbeiten wie bisher. Erschließen Sie das Potenzial von ChatGPT!

Название: CS 159 – C Programming (Applications for Engineers), Fall 2023
Автор: William Crum
Издательство: Stipes Publishing L.L.C.
Год: 2023
Страниц: 212
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

CS 159 introduces the tools of software development that have become essential for innovative and creative problem solving in science and engineering. Educators and employers agree that it is important for future technical professionals to be able to function as part of a technical team and develop the ability to efficiently communicate complex concepts. CS 159 will require students to work in assigned teams for lab assignments. Educational research informs us that structured collaboration leads to increased learning gains for all students participating in an introductory programming course. Collaboration is a requirement of the course. You will be assigned to your teams by your instructor. CS 159 explores the concepts of programming using a language and development environment that are new to most students. The primary objective of the course is to help students recognize how programming concepts are common to various languages to which you are exposed in your undergraduate education and how those concepts can be used to solve a problem. To give instructions to a computer this semester, we will use a programming language, in particular, the C programming language. The C programming language is composed of keywords that come from a natural language but are used without the ambiguity. Initially the C programming language syntax will look foreign to you as a beginner, but it is completely unreadable by the computer!

Название: С++ без страха
Автор: Оверленд Б.
Издательство: Триумф
Год: 2005
Cтраниц: 432
Формат: pdf
Размер: 18 мб
Язык: русский

В большинстве книг по программированию на языке С++ предполагается, что читатель уже программировал на другом языке, а еще лучше на нескольких. Эту же книгу можно изучать без знания языков программирования. В книге содержится большое количество примеров программного кода и поясняющих иллюстраций. Весь материал объясняется в доступной форме. Основной упор делается на основы программирования, развитие у читателя "логики программиста".

Название: Machine Learning for Beginners: A Practical Guide to Understanding and Applying Machine Learning Concepts
Автор: Elaine Tate
Издательство: Independently published
Год: 2023
Страниц: 105
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.2 MB

Machine Learning is a fascinating field that has the potential to revolutionize the way we live and work. However, it can be overwhelming for beginners to understand the complex algorithms and concepts involved. This book is designed to make Machine Learning accessible and easy to understand for anyone who wants to learn. The algorithms construct a function that transforms raw input into desired outputs in supervised learning. One of the most frequent paradigms for Machine Learning is supervised learning. It is simple to understand. The method of supervised learning implementation may be accomplished using systems based on the training dataset. The training data or examples include several inputs and the intended outcome. The output is also known as a regulatory signal, and it is expressed mathematically. The training example is represented as an array of vectors. When given data in the form of pictures, the algorithms may be able to anticipate each name. Forecasting occurs throughout the process of determining whether the responses were correct or incorrect. The method enables the algorithms to learn to make estimates over time that allow them to distinguish between labels and instances. The approach makes supervised learning a popular choice in the solution-finding process. The employment of digital recognition, for example, is a classic illustration of how supervised learning streamlines the problem-solving process.

Название: jаvascript for hackers : Learn to think like a hacker
Автор: Gareth Heyes
Издательство: Leanpub
Год: 2023-01-16
Язык: английский
Формат: pdf (true), djvu
Размер: 10.1 MB

Learn how to find interesting behaviors and flaws in jаvascript. In this book, you will learn about the latest and most effective methods for hacking jаvascript and generating XSS payloads. The book also covers how to create jаvascript using only text. Have you heard about DOM Clobbering? This book gives you all the details. Have you ever wondered how hackers find flaws in browsers and jаvascript? This book explains how they think and gives you the tools to find flaws on your own. The book covers the basics of jаvascript hacking and then explains how to create a jаvascript payload without parentheses. jаvascript has always been a passion of mine, and I'm fascinated by ways to further understand JS. I often see people tweeting about how to call functions without parentheses, crazy XSS vectors, and generally how to better understand certain functions. People often ask how tweets can be applied to bypass WAFs and browser exploits. Sure, you can use the jаvascript function call method without parentheses to bypass WAFs, but the point of my tweets is to quickly gain knowledge that can be applied later.

Название: Modern Artificial Intelligence and Data Science: Tools, Techniques and Systems
Автор: Abdellah Idrissi
Издательство: Springer
Серия: Studies in Computational Intelligence
Год: 2023
Страниц: 321
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

This Book, through its various chapters presenting the Recent Advances in Modern Artificial Intelligence and Data Science as well as their Applications, aims to set up lasting and real applications necessary for both academics and professionals. Readers find here the fruit of many research ideas covering a wide range of application areas that can be explored for the advancement of their research or the development of their business. These ideas present new techniques and trends projected in various areas of daily life. Through its proposals of new ideas, this Book serves as a real guide both for experienced readers and for beginners in these specialized fields. It also covers several applications that explain how they can support some societal challenges such as education, health, agriculture, clean energy, business, environment, security and many more.