Название: Challenges and Opportunities for Deep Learning Applications in Industry 4.0
Автор: Vaishali Mehta, Dolly Sharma, Sergio Marquez Sanchez
Издательство: Bentham Books
Год: 2022
Страниц: 229
Язык: английский
Формат: pdf (true), epub
Размер: 16.2 MB

The competence of Deep Learning (DL) for the automation and manufacturing sector has received astonishing attention in recent times. The manufacturing industry has recently experienced a revolutionary advancement despite several issues. One of the limitations for technical progress is the bottleneck encountered due to the enormous increase in data volume for processing, comprising various formats, semantics, qualities and features. Deep Learning enables detection of meaningful features that are difficult to perform using traditional methods. Chapters introduce the reader to a broad range of topics in Deep Learning and Machine Learning. Several Deep Learning techniques used by industrial professionals are covered, including deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical project methodology. Readers will find information on the value of deep learning in applications such as natural language processing (NLP), speech recognition, computer vision, online recommendation systems, bioinformatics, and videogames.

Название: Recent Developments in Artificial Intelligence and Communication Technologies
Автор: Vikash Yadav, Parashu Ram Pal, Chuan-Ming Liu
Издательство: Bentham Books
Год: 2022
Страниц: 232
Язык: английский
Формат: pdf (true), epub
Размер: 22.8 MB

This book is a review of recent Artificial Intelligence (AI) approaches, initiatives and applications in engineering and science fields. It features contributions that highlight the use of techniques such as Machine Learning (ML), mining engineering, modeling and simulation, and fuzzy logic methods in the fields of communication, networking and information engineering. This book aims to discuss Computational Intelligence approaches, initiatives, and applications in engineering and science fields (including Machine Intelligence, Mining Engineering, Modeling and Simulation, Computer, Communication, Networking and Information Engineering, Systems Engineering, Innovative Computing Systems, Adaptive Technologies for Sustainable Growth, and Theoretical and Applied Sciences).

Название: Software Design Patterns: The Ultimate Guide
Автор: Sufyan bin Uzayr
Издательство: CRC Press
Год: 2023
Страниц: 454
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Software Design Patterns are reusable solutions to software development difficulties. However, a Software Design Pattern is not code; rather, it is a guide or paradigm that helps software engineers to construct products that follow best practices. A Design Pattern is more of a template to tackle the topic at hand than a library or framework, which can be added and utilized right away. Object-oriented programming (OOP) is supported by Design Patterns, which are based on the ideas of objects (instances of a class; data with unique attributes) and classes (user-defined types of data). Design Patterns are blueprints for resolving typical software engineering issues. They provide reproducible solutions to some of the most prevalent difficulties you’ll encounter. That said, Design Patterns aren’t a complete solution, nor are they code, classes, or libraries that you may use in your project. They are a type of problem-solving solution. Each job will be approached in a slightly different way.

Название: PHP: The Ultimate Guide
Автор: Sufyan bin Uzayr
Издательство: CRC Press
Год: 2023
Страниц: 405
Язык: английский
Формат: pdf (true)
Размер: 10.08 MB

There is no shortage of websites that use the PHP programming language in some or other capacity. PHP (Hypertext Preprocessor) is a server-side scripting language that allows you to create dynamically-generated web pages. PHP works in the backend of a website because it is a server-side technology. This is the part of a website that no one sees. This means that PHP is frequently used to run server-side programs such as data collection and processing and database management. The fact that PHP is a simple language is one of the key reasons why learning it is a wise investment. PHP was created with the goal of speeding up web development; therefore, it features a basic syntax that is ideal for beginners. Furthermore, because PHP is a dynamically typed language, there are less restrictions to follow while creating features. The PHP programming language offers a wide range of applications and features, such as authentication, payments, user administration, and other "dynamic" aspects of a website.

Название: jаvascript: The Hidden Parts: Building More Performant, Flexible, and Maintainable Applications (Third Early Release)
Автор: Milecia McGregor
Издательство: O’Reilly Media, Inc.
Год: 2022-11-15
Страниц: 191
Язык: английский
Формат: pdf, epub (true), mobi
Размер: 10.07 MB

While plenty of educational material exists for beginning and advanced jаvascript developers, resources for intermediate-level engineers are scarce. Yet this is the career step where many developers often get stuck. With this practical book, you'll learn how to apply jаvascript theory in real projects, manage every stage of the software development lifecycle, and move your career forward. Author Milecia McGregor takes frontend, backend, and full stack engineers through all of the steps and considerations of senior jаvascript engineers, including making decisions based on product and user feedback. By the time you finish this book, you'll know how to create a production-level app for any size system you face. TypeScript is a language developed by Microsoft that’s an extension of jаvascript that adds the ability to use types. It can be used on the front-end and the back-end, regardless of any frameworks you choose to work with.

Название: Latent Factor Analysis for High-dimensional and Sparse Matrices: A particle swarm optimization-based approach
Автор: Ye Yuan, Xin Luo
Издательство: Springer
Год: 2022
Страниц: 99
Язык: английский
Формат: pdf (true), epub
Размер: 22.7 MB

Latent factor analysis models are an effective type of machine learning model for addressing high-dimensional and sparse matrices, which are encountered in many big-data-related industrial applications. The performance of a latent factor analysis model relies heavily on appropriate hyper-parameters. However, most hyper-parameters are data-dependent, and using grid-search to tune these hyper-parameters is truly laborious and expensive in computational terms. Hence, how to achieve efficient hyper-parameter adaptation for latent factor analysis models has become a significant question.

Название: Versatile Video Coding (VVC): Machine Learning and Heuristics
Автор: Mario Saldanha, Gustavo Sanchez, Cesar Marcon, Luciano Agostini
Издательство: Springer
Год: 2022
Страниц: 128
Язык: английский
Формат: pdf (true), epub
Размер: 23.2 MB

This book discusses the Versatile Video Coding (VVC), the ISO and ITU state-of-the-art video coding standard. VVC reaches a compression efficiency significantly higher than its predecessor standard (HEVC) and it has a high versatility for efficient use in a broad range of applications and different types of video content, including Ultra-High Definition (UHD), High-Dynamic Range (HDR), screen content, 360º videos, and resolution adaptivity. The authors introduce the novel VVC tools for block partitioning, intra-frame and inter-frames predictions, transforms, quantization, entropy coding, and in-loop filtering. The authors also present some solutions exploring VVC encoding behavior at different levels to accelerate the intra-frame prediction, applying statistical-based heuristics and Machine Learning (ML) techniques.

Название: Software Design by Example: A Tool-Based Introduction with jаvascript
Автор: Greg Wilson
Издательство: CRC Press
Год: 2023
Страниц: 340
Язык: английский
Формат: pdf (true)
Размер: 15.8 MB

The best way to learn design in any field is to study examples, and some of the best examples of software design come from the tools programmers use in their own work. Software Design by Example: A Tool-Based Introduction with jаvascript therefore builds small versions of the things programmers use in order to demystify them and give some insights into how experienced programmers think. From a file backup system and a testing framework to a regular expression matcher, a browser layout engine, and a very small compiler, we explore common design patterns, show how making code easier to test also makes it easier to re-use, and help readers understand how debuggers, profilers, package managers, and version control systems work so that they can use them more effectively.

Название: Workload Automation Using HWA: With Architecture and Deployment Options
Автор: Navin Sabharwal, Subramani Kasiviswanathan
Издательство: Apress
Год: 2023
Страниц: 239
Язык: английский
Формат: pdf, epub
Размер: 29,2 MB

Workload automation focuses on real-time processing, predefined event-driven triggers, and situational dependencies. Workload Automation offers centralized control of managing multiple tasks, making it possible to schedule enterprise-wide tasks. It supports the timely completion of tasks and is beneficial for processes that need to happen at a specific time or need to occur as a result of another event. WLA increases efficiency, reduces the turnaround time for workflows, and reduces errors along with delays in end-to-end processes. The book details how the HCL workload automation solution has been able to meet the Automation requirements of the digitally transformed platforms. It specifies detailed architecture and deployment options. The course demonstrates best practices to deliver batch optimization and modernization requirements. It shows how solutions can be aligned with the DevSecOps delivery model.

Название: Creating Business Applications with Microsoft 365: Techniques in Power Apps, Power BI, SharePoint, and Power Automate, Second Edition
Автор: Jeffrey M. Rhodes
Издательство: Apress
Год: 2022
Страниц: 424
Язык: английский
Формат: pdf, epub
Размер: 47.1 MB

Learn how to automate processes, visualize your data, and improve productivity using Power Apps, Power Automate, Power BI, SharePoint, Forms, Teams, and more. This book will help you build complete solutions that often involve storing data in SharePoint, creating a front-end application in Power Apps or Forms, adding additional functionality with Power Automate, and effective reports and dashboards in Power BI. This new edition greatly expands the focus on Power Apps, Power BI, Power Automate, and Teams, along with SharePoint and Microsoft Form. It starts with the basics of programming and shows how to build a simple email application in .NET, HTML/jаvascript, Power Apps on its own, and Power Apps and Power Automate in combination.