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Machine Learning in Java with Amazon Deep Java Library
In this article, we demonstrate how Java developers can use the JSR-381 VisRec API to implement image classification or object detection with DJL’s pre-trained models in less than 10 lines of code.
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Building .NET Applications for AWS
AWS provides a large set of online services. To use those services effectively, AWS offers .NET developers a complete SDK for building apps, and a set of toolkits for popular IDEs.
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What’s Next in DevOps?
The DevOps movement continues to grow and gain influence in the IT world and the business world at large. As the organisations become increasingly digital, the agility of our IT systems becomes critical to the life and health of the companies.
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Getting to Know Deep Java Library (DJL)
Amazon has announced DJL, an open source library to develop Deep Learning models in Java. This article details how to get started with the toolkit. The library aims to reduce number of software dependencies by enabling end-end Deep learning development in Java, rather than having to use additional technologies such as Python or R.
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Understanding Serverless: Tips and Resources for Building Servicefull Applications
There are still many misconceptions and concerns regarding serverless solutions. Vendor lock-in, tooling, cost management, cold starts, monitoring and the development lifecycle are all hot topics where serverless technologies are concerned. This article shares tips and resources to guide serverless newcomers towards building powerful, flexible and cost-effective serverless applications.
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Deploying Docker Containers Using an AWS CodePipeline for DevOps
In this walkthrough, learn how to perform continuous integration and deployment of Docker containers with no downtime using AWS CodePipeline and Amazon Elastic Container Service (ECS).
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Book Review: Alexa Skills Projects by Madhur Bhargava
In this book, Barghava introduces developers to Alexa and the Amazon platform that can be used to build skills. The book includes many hands-on examples and allows developers to quickly experience conversational application development. At the end of the book, Barghava provides a glimpse into the future and provides readers with some of his insights on the future of digital assistant capabilities.
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Service Catalog and Kubernetes
Cloud-native applications do not just live inside Kubernetes—they also benefit from using the available cloud managed services. Similar to Kubernetes' declarative object configuration model, the Open Service Broker API with the Service Catalog provides a declarative way to describe cross-platform/cross-cloud managed service dependencies.
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Building a VPC with CloudFormation - Part 2
If you're building separate Virtual Private Cloud (VPC) templates for each infrastructure use case, you can make existing templates more flexible by using Parameters, Conditions, Mappings, and Outputs.
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Building a VPC with CloudFormation - Part 1
This article describes how to use AWS CloudFormation to create and manage a Virtual Private Cloud (VPC), complete with subnets, NATting, and more. It's a lesson in treating infrastructure as code when building and managing cloud resources.
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The Serverless Sea Change
This article defines and explains how serverless is different from other application architectures and then walks through a "proof" of sorts to show that serverless application architectures, when done properly, are superior to non-serverless architectures. Finally, it concludes with a number of rules of thumb to help architects and developers realize the benefits of serverless.
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Getting Started with Vue.js
Learn how to use Vue CLI to build a Vue.js 2 application for searching and displaying Giphy images, and then manipulating/transforming them by using the Cloudinary API. Also, you'll learn how to deploy this application to AWS.