Название: Exam Ref AI-900 Microsoft Azure AI Fundamentals
Автор: Julian Sharp
Издательство: Pearson ­Education, Inc.
Год: 2022
Страниц: 208
Язык: английский
Формат: epub
Размер: 15.7 MB

Prepare for Microsoft Exam AI-900 and help demonstrate your real-world knowledge of diverse machine learning (ML) and artificial intelligence (AI) workloads, and how they can be implemented with Azure AI. Designed for business stakeholders, new and existing IT professionals, consultants, and students, this Exam Ref focuses on the critical thinking and decision-making acumen needed for success at the Microsoft Certified: Azure AI Fundamentals level. Artificial Intelligence (AI) impacts almost everything we do today with devices and computers. The purpose of the AI-900 exam is to test your understanding of the fundamental concepts of AI and the AI services Microsoft provides in Azure. The exam includes high-level concepts for AI and machine learning (ML), as well as the capabilities of particular Azure AI services. Having a high-level appreciation of AI is important to everyone involved in building and using solutions that make use of AI. There are no prerequisite skills or experience required.

Название: Web App Development and Real-Time Web Analytics with Python: Develop and Integrate Machine Learning Algorithms into Web Apps
Автор: Tshepo Chris Nokeri
Издательство: Apress
Год: 2021
Страниц: 231
Язык: английский
Формат: pdf (true), epub
Размер: 11.1 MB

Author Tshepo Chris Nokeri begins by introducing you to the basics of constructing and styling static and interactive charts and tables before exploring the basics of HTML, CSS, and Bootstrap, including an approach to building web pages with HTML. From there, he’ll show you the key Python web frameworks and techniques for building web apps with them. You’ll then see how to style web apps and incorporate themes, including interactive charts and tables to build dashboards, followed by a walkthrough of creating URL routes and securing web apps. You’ll then progress to more advanced topics, like building machine learning algorithms and integrating them into a web app. The book concludes with a demonstration of how to deploy web apps in prevalent cloud platforms.

Название: PHP и MySQL. 25 уроков для начинающих
Автор: Дронов Владимир
Издательство: БХВ-Петербург
Год: 2021
Формат: pdf
Страниц: 434
Размер: 30,6 Мб
Язык: русский

В книге 25 иллюстрированных уроков и более 30 практических упражнений. В доступной и наглядной форме, на сквозном примере рассказано о программировании динамических веб-сайтов на языке PHP с применением СУБД MySQL и MariaDB. Описывается программное генерирование веб-страниц, получение данных от пользователей и проверка их на корректность, работа с файлами, программное рисование графики, обработка cookie и сессий, отправка электронной почты. Рассмотрена архитектура «модель-шаблон-контроллер» и структурирование кода для дальнейшего сопровождения сайта. Рассказано о мерах защиты сайта: разграничение доступа, перевод на безопасный протокол HTTPS, защита от атак, шифрование данных. Дан краткий курс программирования веб-служб REST. Сквозной пример разработки веб-сайта фотогалереи и PHP-фреймворка поможет при построении собственных сайтов. Электронное приложение-архив на сайте издательства содержит коды всех примеров.

Название: Design Patterns in Modern C++20: Reusable Approaches for Object-Oriented Software Design, 2nd Edition
Автор: Dmitri Nesteruk
Издательство: Apress
Год: 2022
Формат: true pdf/epub/mobi/azw3
Страниц: 391
Размер: 10 Mb
Язык: English

Apply the latest editions of the C++ standard to the implementation of design patterns. As well as covering traditional design patterns, this book fleshes out new design patterns and approaches that will be useful to modern C++ developers. Author Dmitri Nesteruk presents concepts as a fun investigation of how problems can be solved in different ways, along the way using varying degrees of technical sophistication and explaining different sorts of trade-offs.

Название: Learn to Program with Assembly: Foundational Learning for New Programmers
Автор: Jonathan Bartlett
Издательство: Apress
Год: 2021
Формат: true pdf/epub/mobi
Страниц: 324
Размер: 10 Mb
Язык: English

Many programmers have limited effectiveness because they don't have a deep understanding of how their computer actually works under the hood. In Learn to Program with Assembly, you will learn to program in assembly language - the language of the computer itself.
Assembly language is often thought of as a difficult and arcane subject. However, author Jonathan Bartlett presents the material in a way that works just as well for first-time programmers as for long-time professionals. Whether this is your first programming book ever or you are a professional wanting to deepen your understanding of the computer you are working with, this book is for you. The book teaches 64-bit x86 assembly language running on the Linux operating system. However, even if you are not running Linux, a provided Docker image will allow you to use a Mac or Windows computer as well.

Название: Data Science with R for Psychologists and Healthcare Professionals
Автор: Christian Ryan
Издательство: CRC Press
Год: 2022
Страниц: 313
Язык: английский
Формат: pdf (true)
Размер: 13.5 MB

This introduction to R for students of psychology and health sciences aims to fast-track the reader through some of the most difficult aspects of learning to do data analysis and statistics. It demonstrates the benefits for reproducibility and reliability of using a programming language over commercial software packages such as SPSS. The early chapters build at a gentle pace, to give the reader confidence in moving from a point-and-click software environment, to the more robust and reliable world of statistical coding. This is a thoroughly modern and up to date approach using RStudio and the tidyverse. A range of R packages relevant to psychological research are discussed in detail.

Название: Advances in Intelligent Systems Research and Innovation
Автор: Vassil SgurevVladimir JotsovJanusz Kacprzyk
Издательство: Springer
Год: 2022
Формат: True PDF
Страниц: 479
Размер: 13.4 Mb
Язык: English

Represents the experience on a broad range of intelligent systems and hints how to avoid anticipated conflicts and problems during multidisciplinary innovations
Covers topics from Industry 4.0 and/or Internet of Things through modern machine learning and software agent applications to open data science big data/advance analytics/visual analytics/text mining/web mining/knowledge discovery/deep data mining issues

Название: Probability, Statistics, and dаta: A Fresh Approach Using R
Автор: Darrin Speegle, Bryan Clair
Издательство: CRC Press
Год: 2022
Страниц: 513
Язык: английский
Формат: pdf (true)
Размер: 22.2 MB

This book is a fresh approach to a calculus based, first course in probability and statistics, using R throughout to give a central role to data and simulation. The book introduces probability with Monte Carlo simulation as an essential tool. Simulation makes challenging probability questions quickly accessible and easily understandable. Mathematical approaches are included, using calculus when appropriate, but are always connected to experimental computations. Using R and simulation gives a nuanced understanding of statistical inference. The impact of departure from assumptions in statistical tests is emphasized, quantified using simulations, and demonstrated with real data. The book compares parametric and non-parametric methods through simulation, allowing for a thorough investigation of testing error and power. The text builds R skills from the outset, allowing modern methods of resampling and cross validation to be introduced along with traditional statistical techniques.

Название: Artificial Intelligence and Computing Logic: Cognitive Technology for AI Business Analytics
Автор: Cyrus F. Nourani
Издательство: Apple Academic Press, Inc
Год: 2022
Формат: True PDF
Страниц: 286
Размер: 10.4 Mb
Язык: English

Focusing on the cutting-edge applications of AI cognitive computing from neuromorphic to quantum cognition as applied to AI business analytics, this new volume explores AI’s importance in managing cognitive processes along with ontological modeling concepts for venturing into new business frontiers. The volume presents a selection of significant new accomplishments in the areas of AI cognitive computing ranging from neurocognition perception and decision-making in the human brain—combining neurocognitive techniques and effective computing—to basic facial recognition computing models.

Название: Mathematical Programming for Power Systems Operation with Python Applications
Автор: Alejandro Garces
Издательство: CRC Press
Год: 2022
Формат: PDF
Страниц: 298
Размер: 10 Mb
Язык: English

Explore the theoretical foundations and real-world power system applications of convex programming In Mathematical Programming for Power System Operation with Applications in Python, Professor Alejandro Garces delivers a comprehensive overview of power system operations models with a focus on convex optimization models and their implementation in Python. Divided into two parts, the book begins with a theoretical analysis of convex optimization models before moving on to related applications in power systems operations.