“…Further, given that LSTMs operate sequentially and are quite slow to train, Arun and Ira shed light on how architectures such as convolutional neural networks (CNNs) and self-attention networks (SANs) can be leveraged to achieve significant improvements in accuracy. …”

“…With Java 8’s functional features you can now write more concise code in less time, and also automatically benefit from multicore architectures. It’s time to dig in! Summary About the Book Every new version of Java is important, but Java 8 is a game changer. …”

“…Recommended follow-up: Read Natural Language Processing with Transformers, Revised Edition (book) Read Hands-On Large Language Models (early release book) Read Hands-On Generative AI with Transformers and Diffusion Models (early release book) Read Introduction to Transformers for NLP: With the Hugging Face Library and Models to Solve Problems (book) Watch Natural Language Processing Using Transformer Architectures (video)…”

“…By reusing, misusing and redirecting UNESCO World Heritage guidelines and criteria, Refugee Heritage challenges definitions of heritage and their colonial foundations, asking instead how architecture is mobilized as an agent of political transformation."…”

“…As such, it should be essential reading for scholars and students working in these disciplines, as well as architecture, cultural studies, and human geography…”

“…Leurs résultats renouvellent entièrement notre vision non seulement de la sculpture du portail, de son iconographie et de son traitement formel, mais aussi de son cadre architectural et de ses couleurs d'origine. Ils permettent enfin de retracer l'histoire du portail Royal depuis le Moyen Âge jusqu'à nos jours" -- Contracubierta…”

“…At the centre of Kristoffer Neville's contribution is an early version of Fischer von Erlach's Entwurff einer historischen Architectur, with the help of which the creative process of Fischer's main architectural-theoretical work is reconstructed. …”

“…The course covers concepts necessary to understand cloud computing platforms, distributed computing, multi-tier architectures, virtual machines, storage, databases, analytics, high availability, and much more. …”

“…Design production-ready, testable, and maintainable RESTful web services for the modern web that scale easily Key Features Employ a combination of custom and open source solutions for application program interface (API) development Discover asynchronous API and API security patterns and learn how to deploy your web services to the cloud Apply design patterns and techniques to build reactive and scalable web services Book Description Building RESTful web services can be tough as there are countless standards and ways to develop API. In modern architectures such as microservices, RESTful APIs are common in communication, making idiomatic and scalable API development crucial. …”

“…Power up your network applications with Python programming Key Features Master Python skills to develop powerful network applications Grasp the fundamentals and functionalities of SDN Design multi-threaded, event-driven architectures for echo and chat servers Book Description This Learning Path highlights major aspects of Python network programming such as writing simple networking clients, creating and deploying SDN and NFV systems, and extending your network with Mininet. …”

“…The clock frequency of new processors has almost peaked. New architectures provide small improvements to existing programs, but this only helps slightly. …”

“…We’ll cover the security challenges with Reactive web apps built for the cloud, RESTful web services, and microservice architectures with the Spring framework. You’ll also implement techniques for protection against attacks such as session fixation, clickjacking, cross-site request forgery, and more. …”

“…In Detail REST is an architectural style that tackles the challenges of building scalable web services. …”

“…The combination of Spring Boot, Spring Web MVC, Spring web services, and JPA makes it even more fun. Architectures are moving towards Microservices. RESTful web services are the first step to developing great Microservices. …”

“…However this has been claimed before for many different IT architectural approaches, how is cloud different? Is what is being offered now an end point, or just the beginning of an evolution of how cloud is instantiated and used? …”

“…Learn how to train popular deep learning architectures such as autoencoders, convolutional and recurrent neural networks while discovering how you can use deep learning models in your software applications with Microsoft Cognitive Toolkit Key Features Understand the fundamentals of Microsoft Cognitive Toolkit and set up the development environment Train different types of neural networks using Cognitive Toolkit and deploy it to production Evaluate the performance of your models and improve your deep learning skills Book Description Cognitive Toolkit is a very popular and recently open sourced deep learning toolkit by Microsoft. …”

“…The course is designed to familiarize you with neural networks, enabling you to train them efficiently, customize existing state-of-the-art architectures, build real-world Java applications, and get great results in a short space of time. …”

“…Recently, the IT industry has seen an explosion in applications, architectures, and platforms. With the generalized availability of the internet and the appearance of commodity hardware and software, several patterns have emerged that have gained center stage. …”

“…This video collection includes: Beyond DNNs towards New Architectures for Deep Learning, with Applications to Large Vocabulary Continuous Speech Recognition Tara Sainath, Researcher, Google DNNs were first explored for acoustic modeling, where numerous research labs demonstrated improvements in WER between 10-40% relative. …”