Название: Основы глубокого обучения. Создание алгоритмов для искусственного интеллекта следующего поколения
Автор: Будума Н., Локашо Н.
Издательство: МИФ
Год: 2020
Формат: PDF
Страниц: 306
Размер: 10 Mb
Язык: Русский

Глубокое обучение — это раздел машинного обучения, изучающий глубокие нейронные сети и выстраивающий процесс получения знаний на основе примеров. Такие крупные компании, как Google, Microsoft и Facebook, уделяют большое внимание глубокому обучению и расширяют свои подразделения в этой сфере. Для всех прочих глубокое обучение пока остается сложным, многогранным и малопонятным предметом. Цель этой книги — заполнить этот пробел. Авторы разбирают основные принципы решения задач в глубоком обучении, исторический контекст современных подходов к нему и способы внедрения его алгоритмов. Для всех, кто интересуется или занимается глубоким обучением.

Название: Digital Filter Design using Python for Power Engineering Applications: An Open Source Guide
Автор: Shivkumar Venkatraman Iyer
Издательство: Springer
Год: 2020
Страниц: 201
Язык: английский
Формат: pdf (true), epub
Размер: 17,7 MB

Breaks down signal processing theory into simple, understandable language for practicing engineers. This book is an in-depth description on how to design digital filters. The presentation is geared for practicing engineers, using open source computational tools, while incorporating fundamental signal processing theory. The author includes theory as-needed, with an emphasis on translating to practical application. The book describes tools in detail that can be used for filter design, along with the steps needed to automate the entire process. It is important to note that NumPy and Matplotlib are very comprehensive topics on their own, and this chapter will merely provide a brief introduction on NumPy and Matplotlib.

Название: Edge Intelligence in the Making: Optimization, Deep Learning, and Applications
Автор: Sen Lin, Zhi Zhou, Zhaofeng Zhang
Издательство: Morgan & Claypool
Год: 2021
Страниц: 233
Язык: английский
Формат: pdf (true)
Размер: 19.2 MB

With the explosive growth of mobile computing and Internet of Things (IoT) applications, as exemplified by AR/VR, smart city, and video/audio surveillance, billions of mobile and IoT devices are being connected to the Internet, generating zillions of bytes of data at the network edge. Driven by this trend, there is an urgent need to push the frontiers of artificial intelligence (AI) to the network edge to fully unleash the potential of IoT big data. Indeed, the marriage of edge computing and AI has resulted in innovative solutions, namely edge intelligence or edge AI. Nevertheless, research and practice on this emerging inter-disciplinary field is still in its infancy stage. To facilitate the dissemination of the recent advances in edge intelligence in both academia and industry, this book conducts a comprehensive and detailed survey of the recent research efforts and also showcases the authors' own research progress on edge intelligence.

Название: Handbook of Research on Emerging Trends and Applications of Machine Learning
Автор: Arun Solanki, Sandeep Kumar, Anand Nayyar
Издательство: IGI Global
Год: 2020
Формат: PDF
Страниц: 704
Размер: 31 Mb
Язык: English

As today's world continues to advance, Artificial Intelligence (AI) is a field that has become a staple of technological development and led to the advancement of numerous professional industries. An application within AI that has gained attention is machine learning. Machine learning uses statistical techniques and algorithms to give computer systems the ability to understand and its popularity has circulated through many trades. Understanding this technology and its countless implementations is pivotal for scientists and researchers across the world.

Название: Docker Deep Dive: Zero to Docker in a single book
Автор: Nigel Poulton
Издательство: Leanpub
Год: 2020
Формат: True (PDF, EPUB)
Страниц: 250
Размер: 16 Mb
Язык: English

Start from scratch and develop the essential skills needed to create, deploy, and manage cloud-native applications using Docker

Название: Knative in Action (MEAP Version 5)
Автор: Jacques Chester
Издательство: Manning Publications
Год: 2020
Формат: True PDF
Страниц: 254
Размер: 10 Mb
Язык: English

Knative in Action shows you how to build more complex and capable serverless applications with Knative. You’ll start by getting up to speed with the basics of serverless computing, Knative’s design concepts, and the tricky problems that the toolkit works to simplify. Next, Knative expert Jacques Chester takes you through how to use Knative Serving to build your systems, baking in autoscaling, auto-updating, and easy deployment right from the start. From there you’ll learn how to use Knative Eventing to wire together disparate systems into an elegant, functional whole. Finally, you'll learn how Knative can be used to smooth your shipping pipeline, from initial development right through to monitoring your software in production.

Название: Введение в язык Pascal
Автор(ы): Абрамов В.Г., Трифонов Н.П., Трифонова Г.Н.
Издательство: КноРус
Год: 2021
Страниц: 381
Формат: PDF
Размер: 18 Мб
Язык: русский

Дано доходчивое изложение сути языка программирования паскаль, и на его примере доведены до читателя основные концептуальные понятия, входящие практически в любой процедурный язык программирования. Использование возможностей языка, в том числе для работы со сложными структурами данных, иллюстрируется большим числом законченных примеров. Затрагиваются и некоторые общие методологические аспекты современного программирования — методика разработки программ, их документирование, структурное программирование.

Название: Shared Memory Application Programming: Concepts and Strategies in Multicore Application Programming
Автор: Victor Alessandrini
Издательство: Elsevier
Год: 2016
Формат: PDF, EPUB
Страниц: 557
Размер: 23.26 МБ
Язык: English

Shared Memory Application Programming presents the key concepts and applications of parallel programming, in an accessible and engaging style applicable to developers across many domains. Multithreaded programming is today a core technology, at the basis of all software development projects in any branch of applied computer science. This book guides readers to develop insights about threaded programming and introduces two popular platforms for multicore development: OpenMP and Intel Threading Building Blocks (TBB). Author Victor Alessandrini leverages his rich experience to explain each platform’s design strategies, analyzing the focus and strengths underlying their often complementary capabilities, as well as their interoperability.

Название: Migrating a Two-Tier Application to Azure: A Hands-on Walkthrough of Azure Infrastructure, Platform and Container Services
Автор: Peter De Tender
Издательство: Apress
Год: 2021
Формат: PDF, EPUB
Страниц: 333
Размер: 45 Mb
Язык: English

Understand and build a proof of concept by migrating a multi-tiered .NET Core web application to the Azure public cloud, leveraging different Azure Infrastructure as a Service (IAAS), Azure Platform as a Service (PaaS), and Azure Container offerings. These include Azure Container Instance (ACI), Azure Kubernetes Services (AKS), and CI/CD pipeline deployments using Azure DevOps.

Название: PowerShell 7 for IT Professionals: A Guide to Using PowerShell 7 to Manage Windows Systems
Автор: Thomas Lee
Издательство: Wiley
Год: 2020
Формат: PDF
Страниц: 453
Размер: 15 Mb
Язык: English

PowerShell 7 for IT Pros is your guide to using PowerShell 7, the open source, cross-platform version of Windows PowerShell. Windows IT professionals can begin setting up automation in PowerShell 7, which features many improvements over the early version of PowerShell Core and Windows PowerShell. PowerShell 7 users can enjoy the high level of compatibility with the Windows PowerShell modules they rely on today. This book shows IT professionals―especially Windows administrators and developers―how to use PowerShell7 to engage in their most important tasks, such as managing networking, using AD/DNS/DHCP, leveraging Azure, and more.