Tag: Aws
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How I built Machine learning with Amazon Personalize and a Customer Data Platform
Posted on January 23, 2021, Level intermediate Resource Length long
By making off-the-rack machine learning models accessible for anyone to use, cloud ML services like Amazon Personalize help make ML-driven customer experiences available to teams at any scale. By @mparticle.
Tags aws machine-learning learning big-data data-science
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Amazon ECS vs. Amazon EKS: Ultimate showdown
Posted on January 20, 2021, Level beginner Resource Length medium
This article will focus on the two featured AWS weapons for microservices and cloud architecture: Amazon Elastic Container Service (Amazon ECS) and Amazon Elastic Kubernetes Service (Amazon EKS). By Serkan Özal.
Tags aws linux devops kubernetes cio cloud
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Handling webhooks with EventBridge, SAM and SAR
Posted on December 17, 2020, Level intermediate Resource Length medium
Applications author worked on in the last decade were rarely isolated from the rest of the world. Most of the time, they had many interactions with other applications out there. From time to time, some of these integrations are using WebSockets, which makes our integration realtime. By Slobodan Stojanović.
Tags microservices apis serverless infosec event-driven messaging aws
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EKS vs GKE vs AKS: Evaluating Kubernetes in the cloud
Posted on October 3, 2020, Level beginner Resource Length long
We are now six years past the initial release of Kubernetes, and it continues to be one of the fastest-growing open-source projects to date. By Michael Foster.
Tags devops cloud aws containers azure kubernetes gcp
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A deep dive into serverless tracing with AWS X Ray & Lambda
Posted on September 8, 2020, Level intermediate Resource Length long
Steven Staley published this guide on AWS tracing in AWS Lambda context. A serverless API on AWS in order to run in production needs a distributed tracing. Author wanted to see if he could use AWS X Ray to get everything he wanted out of a tracing solution.
Tags aws serverless apis cloud monitoring
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How autoscaling GitLab CI works on AWS Fargate
Posted on August 24, 2020, Level intermediate Resource Length medium
Run your CI jobs as AWS Fargate tasks with GitLab Runner and the Fargate Driver. Autoscaling GitLab Runner is a unique value proposition for teams that run their self-managed build agents on cloud-hosted virtual machines. By Darren Eastman.
Tags microservices devops cicd aws cloud
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How to create a custom Alexa skill using AWS Lambda and Serverless framework
Posted on August 22, 2020, Level intermediate Resource Length medium
The world of artificial intelligence assistants is growing with such velocity that it doesn't surprise us anymore and it's about to be ubiquitous. Written by Maria Meheden.
Tags data-science serverless programming frameworks learning aws
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Top 4 must-monitor API Gateway metrics
Posted on August 10, 2020, Level beginner Resource Length short
Marc Andreessen famously said, "Software is eating the world." Dr. Steve Willmott subsequently retorted, "APIs are eating software." This is because API based architectures are enabling companies to get away from monolithic architectures and move to microservices. Innovative, disruptive companies like Netflix, Airbnb, Uber, Square, and Slack all build their infrastructure and technology using APIs. By bluematador.com.
Tags monitoring kubernetes aws devops tdd
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Three tips for coding with Alexa SMAPI SDK
Posted on July 31, 2020, Level intermediate Resource Length medium
The SMAPI SDK makes it easier than ever to build Alexa skill management and reporting functions into web, mobile, and desktop apps using one of the supported languages (Node.js, Python, and Java). By Greg Bulmash.
Tags aws cloud miscellaneous robotics app-development bots
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Replacing web server functionality with serverless services
Posted on July 29, 2020, Level intermediate Resource Length medium
Web servers bring together many useful services in traditional web development. Developers use servers like Apache and NGINX for many common tasks. Linux, Apache, MySQL, and PHP formed the LAMP stack to power a large percentage of the world's websites. Other variants, like the MEAN stack (MongoDB, Express.js, AngularJS, Node.js), have also been popular. By James Beswick.
Tags app-development infosec aws serverless
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How to reuse AWS S3 bucket for multiple serverless framework deployments
Posted on June 25, 2020, Level intermediate Resource Length medium
When using Serverless Framework, the default behaviour is the creation of a S3 bucket for each serverless.yml file, since they are treated as separated projects. By Eduardo Rabelo on serverlessguru.com.
Tags serverless functional-programming software-architecture cloud aws
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Deploying complex apps to AWS with Terraform, Ansible, and Packer
Posted on March 7, 2020, Level intermediate Resource Length long
An article about how author has recently helped a client migrate a set of complex Ruby on Rails applications to AWS, deploying across multiple environments and regions. By Jake Morrison.
Tags devops aws cloud kubernetes ansible