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Introduction to Machine Learning with Python
This series will explore various topics and techniques in machine learning, arguably the most talked-about area of technology and computer science over the past several years. We’ll begin, in this article, with an extended “case study” in Python: how can we build a machine learning model to detect credit card fraud?
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Building Reactive Applications with Akka Actors and Java 8
Akka and Java 8 make it possible to create distributed microservice-based systems that just a few years ago were the stuff of dreams. Actor based systems enable developers to create quickly evolving microservice architectures that can elastically scale systems to support huge volumes of data.
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Virtual Panel: What's Next for .NET?
A lot happened in the last year in the .NET ecosystem. Putting aside the details, the bigger picture is difficult to grasp. There is movement in all aspects: cross-platform, cloud, mobile, web apps and universal apps. Developers wonder where all of this is going to lead and what will be required to get there.
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Improve Your Node.js App Throughput One Micro-optimization at a Time
To improve the performance of a Node.js application that involves IO, you need to understand how your CPU cycles are spent and what is preventing higher degrees of parallelism in your application. In this article, Jorge Bay shares his insights on areas that cause throughput degradation and tips on how to boost performance.
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Q&A on The Antifragility Edge: Antifragility in Practice
In the book The Antifragility Edge, Sinan Si Alhir shows how antifragility has been applied to help organizations evolve and thrive. He provides examples of how antifragility can be used beyond agility on an individual, collective (team and community) and enterprise level, and explores a roadmap for businesses to achieve greater antifragility.
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Adding Purpose to Scrum with Holacracy
Organisations passionately working with Scrum are still missing a key ingredient: their organizational governance got stuck in the last century. Holacracy can be a complete replacement for the traditional management hierarchy and can significantly increase motivation and productivity.
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Interview with Entity Modelling Tool Creator, Frans Bouma
Our first .NET interview of the year is with Frans Bouma of the entity modeling tool LLBLGen Pro. This tool has been around for almost as long as .NET itself, but being a commercial product it isn’t as well-known as the free alternatives.
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How Difficult Can It Be to Integrate Software Development Tools? The Hard Truth
Integrating tools used in software development and delivery is very hard. Getting endpoints to inter-operate is not a purely technical challenge, it’s more of a business problem. While there are a few choices in selecting the technical integration infrastructure (integration via APIs or at the database layer), the real challenges have more to do with friction caused by the dissimilarities.
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Creating an HTML UI for Desktop .NET Applications
Developers are looking for ways to employ the richness of the Web UI in desktop applications. The common approach is to embed a browser component to render the HTML UI within the desktop app.
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Elevating Builds into a Container
Automated builds and delivery pipelines are a wonderful thing once they’re operational. But provisioning build agents can be quite painful. It can be greatly simplified by running tools in containers.
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How Zalando Delivers APIs with Radical Agility
InfoQ interviewed Thomas Fraustein, architect at Zalando, about his team’s radical agility development organization that is optimized for an API-first approach. He explains what an API-first approach is, and provides tips on building good APIs for scalable microservice architectures where a large number of services are offered efficiently.
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Refactoring to Reactive - Anatomy of a JDBC migration
Reactive programming offers built-in solutions for some of the most difficult challenges in programming, including concurrency management and flow control. So you might ask - how do I get there; can I introduce it in phases? In this article we transform a legacy application to a reactive model using RxJava.