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Название: Artificial Intelligence for Health 4.0: Challenges and Applications
Автор: Rishabha Malviya, Naveen Chilamkurti, Sonali Sundram
Издательство: River Publishers
Год: 2022
Страниц: 431
Язык: английский
Формат: pdf (true)
Размер: 15.0 MB

Healthcare is one of the major success stories of our times. Medical science has improved rapidly, raising life expectancy around the world. However, as longevity increases, healthcare systems face growing demands for their services, rising costs, and a workforce that is struggling to meet the needs of its patients. Healthcare is one of the most critical sectors in the broader landscape of big data because of its fundamental role in a productive, thriving society. Building on automation, Artificial Intelligence (AI) has the potential to revolutionize healthcare and help address some of the challenges set out above. The application of AI to healthcare data can literally be a matter of life and death. AI is no single technology; however, it is a collection of various technologies whole together. Although most of the technologies have a significant and rel­evant role in the healthcare sector, the precise tasks and processes they sup­port vary in nature. Therefore, we are choosing the specific AI technologies that are of great importance to the healthcare domain. One type of AI is machine learning. Additionally, it is a statistical tactic to learn through exercising the data model, and the connection between AI, Deep Learning, and learning related to the machine is used to describe how computers learn.

Название: Quantum Computing and Other Transformative Technologies
Автор: Ahmed Banafa
Издательство: River Publishers
Год: 2023
Страниц: 260
Язык: английский
Формат: pdf (true)
Размер: 19.7 MB

This book explores quantum computing as a transformative technology and its applications in communications, cryptography, teleportation, IoT, AI, and blockchain, in addition to the revolutionary concept of quantum internet. It also explains the concept of dark, small, thick data, and clarifies the concept of a data lake. Other exciting technologies like edge/fog computing, CDN, SDN, wearable technology and IoE topics are discussed in detail in the book. Information security applications like zero trust model, zero-day vulnerability and heuristic analysis, and use of AI in cybersecurity are explored. Two of the most intriguing concepts in computing, “affective computing” and “autonomic computing”, are explained and simplified. The blockchain applications presented include blockchain and supply chain, crowdsourcing, cryptocurrency, and IoT.

Название: IBM Software Systems Integration: With IBM MQ Series for JMS, IBM FileNet Case Manager, and IBM Business Automation Workflow
Автор: Alan S. Bluck
Издательство: Apress
Год: 2023
Страниц: 1285
Язык: английский
Формат: pdf (true)
Размер: 62.9 MB

Examine the working details for real-world Java programs used for system integration with IBM Software, applying various API libraries (as used by Banking and Insurance companies). This book includes the step-by-step procedure to use the IBM FileNet Case Manager 5.3.3 Case Builder solution and the similar IBM System, IBM Business Automation Workflow to create an Audit System. You'll learn how to implement the workflow with a client Java Message Service (JMS) Java method developed with Workflow Custom Operations System Step components. Using IBM Cognos Analytics Version 11.2, you'll be able to create new views for IBM Case Manager Analytics for custom time dimensions. The book also explains the SQL code and procedures required to create example Online Analytical Processing (OLAP) cubes with multi-level time dimensions for IBM Case Manager analytics. I will demonstrate a Java program process which will maintain an exact replication of the original Object Store ID Documents and their containing folder structure. Unlike the standard replication discussed in the preceding link, the Java Replication program covered in this chapter is designed to even copy the unique GUIDs of the original IBM FileNet Content Object Store Objects (including Documents, Folders, and Property objects).

Название: Selenium Python
Автор: Павел Хошев
Издательство: Stepik
Год: 2022
Формат: PDF
Страниц: 85
Размер: 2 Mb
Язык: Русский

Selenium - это швейцарский нож в руках программиста. С помощью Selenium и Python можно с лёгкостью автоматизировать любой сценарий в вашем браузере. От автоматического сбора нужной информации, до мониторинга определённых событий на сайте. Selenium позволяет работать с множеством вкладок и окон браузера выполняя заданный сценарий. Этот курс является одним из модулей моего второго курса "WEB Парсинг на Python"

Название: Graph Neural Networks in Action (MEAP v5)
Автор: Keita Broadwater
Издательство: Manning Publications
Год: 2022
Страниц: 257
Язык: английский
Формат: pdf, epub
Размер: 38.6 MB

A hands-on guide to powerful graph-based Deep Learning models! Learn how to build cutting-edge graph neural networks for recommendation engines, molecular modeling, and more. In Graph Neural Networks in Action you’ll create Deep Learning models that are perfect for working with interconnected graph data. Start with a comprehensive introduction to graph data’s unique properties. Then, dive straight into building real-world models, including GNNs that can generate node embeddings from a social network, recommend eCommerce products, and draw insights from social sites. This comprehensive guide contains coverage of the essential GNN libraries, including PyTorch Geometric, DeepGraph Library, and Alibaba’s GraphScope for training at scale. For Python programmers familiar with Machine Learning and the basics of Deep Learning.

Название: Python for Control Engineering
Автор: Hans-Petter Halvorsen
Издательство: Independently published
Год: April 25, 2022
Страниц: 284
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

This is a textbook in Python Programming with lots of Practical Examples and Exercises. You will learn the necessary foundation for basic programming with focus on Python. Python is a popular programming language, and it is one of the most used programming languages today. Python works on all the main platforms and operating systems used today, such Windows, macOS, and Linux. Python is a multi-purpose programming language, which can be use for simulation, creating web pages, communicate with database systems, etc.

Название: Криптография с секретным ключом: шифры – от простых до невскрываемых
Автор: Фрэнк Рубин
Издательство: ДМК Пресс
Год: 2022
Страниц: 388
Язык: русский
Формат: pdf
Размер: 12.1 MB

От шифра Цезаря времен Римской империи до шифровальной машины «Энигма», применявшейся во Второй мировой войне, секретные сообщения оказывали влияние на ход истории. В наши дни криптография с секретным ключом — становой хребет всей современной архитектуры вычислений. Будучи правильно спроектированы, эти алгоритмы практически эффективны. А некоторые невскрываемы даже с применением суперкомпьютеров и квантовых технологий! В книге объясняется, как создавать шифры с секретным ключом — от простых, для которых хватает карандаша и бумаги, до очень сложных, применяемых в современной компьютерной криптографии. Вы научитесь эффективно шифровать большие файлы с помощью быстрых потоковых шифров, узнаете об альтернативах шифру AES и сможете избежать шифров, которые только кажутся стойкими. А для развлечения предлагается вскрыть несколько несложных мини-шифров.

Название: BDD in Action, Second Edition (MEAP V13)
Автор: John Ferguson Smart, Jan Molak
Издательство: Manning Publications
Год: 2022
Страниц: 624
Язык: английский
Формат: pdf, epub
Размер: 29.6 MB

Almost half of all software projects fail to deliver on key requirements. Behavior-Driven Development (BDD) reduces these costly failures by building a shared understanding of how an application should work. Behavior Driven Development in Action, Second Edition teaches communication skills, collaborative practices, and automation tools that ensure everyone from developers to non-technical stakeholders are in agreement on the goals of a project. Revised and expanded in a second edition, the book contains new techniques for incorporating BDD into large-scale development practices such as Agile and DevOps, as well as updating examples for the latest versions of Java. You can’t write good software if you don’t understand what it’s supposed to do. Behavior-Driven Development (BDD) encourages developers, quality teams, and non-technical stakeholders to collaborate, using conversation and concrete examples to make sure everyone agrees how an application should work and what features really matter. With a body of best practices and sophisticated tools for requirement analysis and test automation, BDD has become a mainstream practice for keeping projects on track and avoiding cancellation.

Название: Effective Go (MEAP v3)
Автор: Inanc Gumus
Издательство: Manning Publications
Год: 2022
Страниц: 345
Язык: английский
Формат: pdf, epub
Размер: 10.2 MB

Unlock Go’s unique perspective on program design, and start writing simple, maintainable, and testable Go code. Effective Go is a practical guide to writing high-quality code that’s easy to test and maintain. The book is full of best practices to adopt and anti-patterns to dodge. It explores what makes Go so dramatically different from other languages and how you can still leverage your existing skills into writing excellent Go code. Aimed at Go beginners looking to graduate to serious Go development, this book will help you write and test command line applications, web API clients and servers, concurrent programs, and more. Writing well-designed Go code takes more than just porting across skills you’ve learned in other languages. You’ll need to understand Go’s unique way of working to ensure your programs don’t spiral out of control. This book is the perfect primer on Go’s hidden mechanics that will help you code more effective Go.

Название: Java Persistence with Spring Data and Hibernate (MEAP V13)
Автор: Catalin Tudose
Издательство: Manning Publications
Год: 2022
Страниц: 683
Язык: английский
Формат: pdf, epub
Размер: 16.9 MB

Master Java persistence using the industry-leading tools Spring Data and Hibernate. Java Persistence with Spring Data and Hibernate teaches you the ins-and-outs of Java persistence with hands-on examples using Spring Data, JPA and Hibernate. The book carefully analyzes the capabilities of the major Java persistence tools, and guides you through the most common use cases. You’ll learn how to make and utilize mapping strategies, and efficiently test Java persistence applications. The practical techniques are demonstrated with both relational and non-relational databases. Persistence enables an application’s data to exist for the long term, even after a program is stopped or terminated. Whether you’re saving state from session to session or maintaining long-term records, Java persistence tools like Spring Data, JPA, and Hibernate help deliver the object relational mapping that connects code’s objects with your database.