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Название: Artificial Intelligence and Digital Diversity Inclusiveness in Corporate Restructuring
Автор: Richa Goel, Sukanta Kumar Baral, Ramamurthy Venkatesh
Издательство: Nova Science Pub Inc
Год: 2022
Страниц: 356
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

In this era of globalization, diversity in the business environment is about more than gender, race and ethnicity. It now includes employees with diverse religious and political beliefs, education, socioeconomic backgrounds, sexual orientation, cultures and even disabilities. Companies are discovering that, by supporting and promoting a diverse and inclusive workplace, they are gaining benefits that go beyond the optics. There is no industry left where Artificial Intelligence (AI) is not used in some capacity. Considering the pace at which AI, Machine Learning and Deep Learning have been developing in recent years, it is expected that AI will profoundly modify the way we live and work. One of the areas in which this paradigm may stand out in the future is related to diversity and inclusion within companies. AI can detect potential bias and prejudice in decision-making by simulating intelligent behaviour, potentially reducing trends and prejudices that could hinder organizations'ability to recruit diversely and inclusively.

Название: Каталог выставки Информатика в жизни США
Автор: Информационное агенство США
Издательство: Интернет-издание
Год: 1987
Формат: pdf
Страниц: 68
Размер: 32.2 Мб
Язык: русский

«Информатика в жизни США» — американская выставка, которая проходила в крупных городах СССР в 1987—1988 годах. На выставке демонстрировались последние достижения США в области вычислительной техники, связи, телекоммуникаций. Выставка проведена в соответствии с соглашением о культурном обмене, подписанным Р. Рейганом и М. Горбачёвым в ноябре 1985 года в Женеве. Выставку финансировало Информационное агентство США, затратив около 15 млн долларов.

Название: Глубокое обучение с R и Keras. Второе издание
Автор: Франсуа Шолле
Издательство: ДМК Пресс
Год: 2022
Страниц: 648
Язык: русский
Формат: pdf
Размер: 40.9 MB

Перед вами второе, расширенное в 1.5 раза издание бестселлера от автора библиотеки Keras. Умение работать с моделями глубокого обучения стало важным навыком современных ученых, исследователей и программистов. API языка R для Keras и TensorFlow делает глубокое обучение доступным для всех пользователей R, даже если у них нет опыта работы с машинным обучением или нейронными сетями. Интуитивно понятные объяснения, четкие иллюстрации и наглядные примеры помогут вам освоить основные навыки глубокого обучения с помощью R, такие как компьютерное зрение, обработка естественного языка, работа с текстом, и даже изучить передовую архитектуру Transformer. Для читателей со средними навыками программирования на R. Опыт работы с Keras, TensorFlow или моделями глубокого обучения не требуется.

Название: Applied Numerical Analysis with MATLAB/Simulink: For Engineers and Scientists
Автор: Farzin Asadi
Издательство: Springer
Год: 2023
Страниц: 327
Язык: английский
Формат: pdf (true)
Размер: 19.0 MB

This textbook provides a compact but comprehensive treatment that guides students through applied numerical analysis, using MATLAB/Simulink. Ideal as a hands-on source for courses in Numerical Analysis, this text focuses on solving problems using market-standard software, corresponding to all key concepts covered in the classroom. The author uses his extensive classroom experience to guide students toward deeper understanding of key concepts, while they gain facility with software they will need to master for later studies and practical use in their engineering careers.

Название: Machine Learning Methods for Engineering Application Development
Автор: Prasad Lokulwar, Basant Verma, N. Thillaiarasu
Издательство: Bentham Books
Год: 2022
Страниц: 240
Язык: английский
Формат: pdf (true), epub
Размер: 26.1 MB

This book is a quick review of Machine Learning methods for engineering applications. It provides an introduction to the principles of Machine Learning and common algorithms in the first section. Proceeding chapters summarize andanalyze the existing scholarly work and discuss some general issues in this field. Next, it offers some guidelines on applying Machine Learning methods to software engineering tasks. Finally, it gives an outlook into some of the futuredevelopments and possibly new research areas of Machine Learning and Artificial Intelligence in general. Techniques highlighted in the book include: Bayesian models, support vector machines, decision tree induction, regression analysis, and recurrent and convolutional neural network. Finally, it also intends to be a reference book. This book is meant to be an introduction to Artificial Intelligence (AI), Machine Learning, and its applications in Industry 4.0. It explains the basic mathematical principles but is intended to be understandable for readers who do not have a backgroundin advanced mathematics.

Название: Zionomicon
Автор: John De Goes, Adam Fraser
Издательство: zionomicon.com
Год: 2022-09-25
Страниц: 485
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

Master the dark art of creating scalable, type-safe, concurrent apps with ZIO. ZIO is a new Scala library that helps you rapidly build resilient and efficient concurrent apps that are easy to understand and test, and which don’t leak resources, deadlock, or lose errors. Now ZIO creator John A. De Goes has teamed up with core contributor Adam Fraser to deliver the ultimate guide to making you a concurrent programmer of extraordinary power. In a single book that you can work through in just 4 weeks, Zionomicon will give you the in-demand skills to excel at one of the fastest growing libraries in the Scala ecosystem. ZIO is a new library for concurrent programming. Using features of the Scala programming language, ZIO helps you build efficient, resilient, and concurrent applications that are easy to understand and test, and which don’t leak resources, deadlock, or lose errors. Used pervasively across an application, ZIO simplifies many of the challenges of building modern applications.

Название: 10 More Days to Become a Better Developer
Автор: Daniel Scheufler
Издательство: Leanpub
Год: 2022-11-19
Язык: английский
Формат: pdf (true), epub
Размер: 10.2 MB

Software Development is a constant growth career. But not all growth is created equal. While video courses can be great, nothing beats practice! This book collects 10 simple exercises to hone your everyday craft. How far can you get with 10 Days? Designed around small, simple exercises, this 10-Day Challenge provides interested developers with approachable actions to start owning their growth. Each exercise is designed to allow you to grow in small steps taking 15-30 minutes a day, ideal for working it into a busy work schedule. Not all growth is created equal. Practice trumps lecture. And not all growth as a developer is around the technologies we use. This challenge focuses on the everyday actions of development: designing and writing code!

Название: Understanding jаvascript Promises
Автор: Nicholas C. Zakas
Издательство: Leanpub
Год: 2022-02-19
Страниц: 90
Язык: английский
Формат: pdf (true), mobi, epub
Размер: 10.3 MB

Learn all about jаvascript promises from veteran jаvascript author Nicholas C. Zakas. One of the most powerful aspects of jаvascript is how easily it handles asynchronous programming. As a language created for the web, jаvascript needed to respond to user interactions such as clicks and key presses from the beginning, and so event handlers such as onclick were created. Event handlers allowed developers to specify a function to execute at some later point in time in reaction to an event. Node.js further popularized asynchronous programming in jаvascript by using callback functions in addition to events. As more and more programs started using asynchronous programming, events and callbacks were no longer sufficient to support everything developers wanted to do. Promises are the solution to this problem.

Название: Machine Learning in Python for Process Systems Engineering: Achieve Operational Excellence Using Process Data
Автор: Ankur Kumar, Jesus Flores-Cerrillo
Издательство: Leanpub
Год: 2022-02-17
Страниц: 352
Язык: английский
Формат: pdf (true)
Размер: 18.1 MB

This book provides a guided tour along the wide range of ML methods that have proven useful in process industry. Step-by-step instructions, supported with real process datasets, show how to develop ML-based solutions for process monitoring, predictive maintenance, fault diagnosis, soft sensing, and process control. This book provides an application-focused exposition of modern ML tools that have proven useful in process industry and hands-on illustrations on how to develop ML-based solutions for process monitoring, predictive maintenance, fault diagnosis, inferential modeling, dimensionality reduction, and process control. This book considers unique characteristics of industrial process data and uses real data from industrial systems for illustrations. With the focus on practical implementation and minimal programming or ML prerequisites, the book covers the gap in available ML resources for industrial practitioners. The authors of this book have drawn from their years of experience in developing data-driven industrial solutions to provide a guided tour along the wide range of available ML methods and declutter the world of Machine Learning.

Название: C, C++, Java, Python, PHP, jаvascript and Linux For Beginners
Автор: Manjunath R.
Издательство: Leanpub
Год: 2022-11-26
Страниц: 1865
Язык: английский
Формат: pdf (true)
Размер: 68.5 MB

It can be difficult to become proficient in a computer language when you first begin, but with this book you will find a straightforward but helpful instruction manual that doesn't just focus on theory and dry explanations but is also a dynamic and interactive workbook that offers sound practical experience. An ideal addition to your personal elibrary. With the aid of this indispensable reference book, you may quickly gain a grasp of Python, Java, jаvascript, C, C++, CSS, Data Science, HTML, LINUX and PHP. It can be challenging to understand the programming language's distinctive advantages and charms. Many programmers who are familiar with a variety of languages frequently approach them from a constrained perspective rather than enjoying their full expressivity.