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One of the common difficulties I’ve seen with new Data Scientists coming into industry is getting their machine learning models interacting with production systems - that is, making the jump from their research environment (usually developing in a Jupyter notebook or similar) to a broader code ecosystem. Putting the model behind a REST API ensures that we can serve predictions to consumers on the
Sending basic JSON data made out of strings to an API (Application Programming Interface) is, in most cases, a simple and straightforward task. But what about sending files that consist of numerous lines of binary data in various formats? Such data require a slightly different approach for sending files to the API. In this guide we will examine the two main approaches of handling file uploads, mul
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Important Note. Since this article was originally published, AWS has added several new features to DynamoDB including adaptive capacity, on-demand backups, and point in time recovery. While many points in this article are still valid, some may be out of date. Please consult the latest DynamoDB documentation before making any technology decisions. By 2004, Amazon’s business was already stretching t
After a few months getting the right stack in place, we have officially started delivering projects in a 100% serverless way. Learn More!
With API-only applications so popular and Rails 5 right around the corner, the most common methods of authentication are now becoming token-based. In this guide, I'll give a short overview of token-based authentication and how it is implemented into a Rails 5 API-only application.
Welcome to “Serverless Superheroes”!In this space, I chat with the toolmakers, innovators, and developers who are navigating the brave new world of “serverless” cloud applications. In this edition, I chatted with Steven Faulkner, a senior software engineer at LinkedIn and the former director of engineering at Bustle. The following interview has been edited and condensed for clarity.
Add your Skill IQ to your Stack Overflow Developer Story In less than five minutes, get a clear, accurate measurement of where your skills stand, then share it with the world. Make it easy for others to verify your expertise, see how your knowledge compares to your peers and boost your credibility by sharing your Skill IQ with the world’s largest developer community on Stack Overflow. Choose an as
by Simon Allardice Microsoft Azure supports Node.js for building scalable and resilient cloud applications. This course covers the main Azure services including load balancing, caching, partitioning, content delivery networks and performance testing.
by Kolt Wilson Learn and develop timeless, efficient Houdini skills by covering theory and practical examples. In this course, you'll dive into using the Solver SOP, learning several techniques, and then build a setup that has many applications.
I write this following a particularly frustrating day of thumb twiddling and awaiting slack messages from the AWS support team. Our Elasticsearch cluster was down for the better part of a day, and we were engaged with AWS support the whole time. At my previous job working for Loggly, my team and I maintained a massive, multi-cluster Elasticsearch deployment. I learned many lessons and have a lot o
How does language, memory and package size affect cold starts of AWS Lambda? Comparing the cold start times of AWS Lambda using different languages, memory allocation, and sizes of deployment package. Learn more!
How blockchain and serverless processing are impacting event-driven architectures As application patterns evolve to event-driven architectures, it’s more likely that serverless and blockchain will be used together. Learn how today!
Loading form... If this message remains, it may be due to cookies being disabled or to an ad blocker. More than three years after the release of Java 8, the next version is now just around the corner with a tentative release date of September 21st, 2017. You may have heard about Java 9’s module system, but there's even more to this new version. Here are nine exciting new features that will ship wi
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As a developer, you spend 90% of your time on code-related activities like reading and maintaining existing code. With such a large chunk of time spent on these tasks, it’s crucial to make sure everything you do (and code) is efficient. While metaprogramming with Ruby can be extremely powerful, using clever metaprogramming that makes it difficult to read or making bad tradeoffs will, ultimately, i
by Joshua Kinney In this series of Unity tutorials we'll discover how to use the core features of the software while creating our very first game. Software required: Unity 5.0.
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Take your developer skills to the next level with courses on the most popular programming languages, developer tools, software practices and application development platforms. Gain a deep understanding of how to build, deploy, secure and scale everything from web apps to mobile apps using C#, Java, Angular, JavaScript and more. Stay up to speed on the ever-changing landscape of emerging software d
by Carlos Souza Learn helpful patterns and techniques for building and maintaining complex Rails applications. Make your application easily scale in size and complexity.
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