InfoQ Homepage Programming Content on InfoQ
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State of the Art in Automated Machine Learning
InfoQ caught up with experts Francesca Lazzeri, machine learning scientist lead at Microsoft; Matthew Tovbin, co-founder of Faros AI; Adrian de Wynter, applied scientist in Alexa AI’s Secure AI Foundations; Leah McGuire, principal member of technical staff at Salesforce; and Marios Michailidis, data scientist at H2O.ai, about the state of the art in automated machine learning (AutoML).
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The Challenges of Building a Reliable Real-Time Event-Driven Ecosystem
Globally, there is an increasing appetite for data delivered in real time; we are witnessing the emergence of the real time API. When it comes to event-driven APIs engineers can choose between multiple different protocols. In addition to choosing a protocol, engineers also have to think about subscription models, too: server-initiated (push-based) or client-initiated (pull-based).
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Interview about Wallaby.js and Quokka.js JavaScript Productivity Tools
Wallaby.js and Quokka.js are JavaScript/TypeScript productivity tools that provide additional capabilities within IDEs such as VS Code, WebStorm or Atom. Quokka.js provides additional runtime value introspection information within context in an IDE, while Wallaby.js provides distraction-free testing by providing test results within the IDE. Today we’re joined by Simon McEnlly, COO at Wallaby.
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The Opportunity in App Modernization
The twin pressures of servicing apps running in production and modernizing them to the cloud are putting stress on development and platform teams. App Modernization needs to scale and be made efficient through documentation, products and frameworks. This article looks at the reasons, and approach, to app modernization.
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PHP 7 – Standard Library Improvements
In this article we explore improvements to functions in PHP 7, including the new array define(), returning a value from generator functions, generator delegation, and more.
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Programming Microcontrollers with JavaScript -- Q&A with Peter Hoddie and Lizzie Prader
JavaScript developers can now write IoT software on a large range of devices, including low-specs micro-controllers with as little as 32KB of memory. As the TC53 committee and companies like Moddable create standards and software for the interoperability of heterogeneous hardware, IoT companies may tap in a large pool of JavaScript developers, and leverage the productivity of a scripting language.
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Deno Loves WebAssembly
The much anticipated Deno project has finally reached v1.0! Deno is created by the original developer of Node.js, Ryan Dahl, to address what he called “10 things I regret about Node.js”. Without an NPM-like system to incorporate native modules, how do we write server-side applications that require native performance on Deno? WebAssembly is here to help!
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Elm in Action - Book Review and Q&A with Richard Feldman
The book Elm in Action by Richard Feldman provides a gentle, thorough introduction to Elm for web developers, and walks them through the creation of a full-featured photo-browsing application. Elm is a purely functional language for creating web applications. Elm touts the absence of runtime errors, a sound type system with strong type inference and delightful developer experience.
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PHP 7 — New Features for Types
In the previous two articles in this series, we explored some of the improvements introduced in PHP 7. To set the background for this article on PHP’s type system, PHP is a weakly typed language, which implies the data type of variables does not need to be declared. In this article we explore new type-related features available in PHP 7.x.
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Project Helidon Tutorial: Building Microservices with Oracle’s Lightweight Java Framework
Oracle introduced its new open-source framework, Helidon, in September 2018. Originally named Java for Cloud, Helidon is a collection of Java libraries for creating microservices-based applications. Within six months of its introduction, Helidon 1.0 was released in February 2019. The current stable release is Helidon 1.4.4, but Oracle is well on their way to releasing Helidon 2.0.
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PHP 7 — Classes and Interfaces Improvements
In the second instalment of this article series dedicated to PHP 7, we continue our exploration of PHP 7 new features focusing on object-oriented programming support, classes, and interfaces.
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Java Feature Spotlight: Sealed Classes
The release of Java SE 15 in Sept 2020 will introduce "sealed classes" (JEP 360) as a preview feature. A sealed class is a class or interface which restricts which other classes or interfaces may extend it. Sealed classes, like enums, capture alternatives in domain models, allowing programmers and compilers to reason about exhaustiveness.