Query Data using Amazon Athena Prerequisites Amazon Web Services account IntroductionIn this post we will upload some data to an Amazon S3 bucket and run a query on it using Amazon Athena. Amazon Athena is an interactive query se 2021-04-24 AWS Amazon Athena
Running a Flask App as a Service on Linux Prerequisites Linux environment DescriptionThis post describes how to run a Flask app on Linux as a service using Systemd. It is assumed that the service is accessed from the same network using an I 2021-03-30 linux linux services flask
Recommender Systems - Content Based Prerequisites python environment with numpy and pandas installed dataset files attributes.csv and reviews.csv located here DescriptionThis post provides a basic introduction to content based filterin 2020-12-28 machine learning machine learning recommender systems
Hosting node.js apps in IIS on Windows Prerequisites Windows Vista, 7, 8, 10 or Windows Server 2008 or greater IIS 7.x or greater with IIS Management Tools and ASP.NET WebSocket functionality requires IIS 8.x on Windows 8 or Windows Server 2020-11-08 node.js iis node.js iisnode
Kubernetes - Persistent Volumes Prerequisites kubectl minikube Docker DescriptionIn this post I walk through a simple example showing how to use persitent volumes in Kubernetes to store data files used by a web application - in thi 2020-11-01 kubernetes docker kubernetes microservices minikube ingress
Kubernetes - Communication Between Services Prerequisites Docker Minikube DescriptionIn this post I show a simple example of how services communicate with each other inside the kubernetes cluster. First I’ll explain the scenario, then build t 2020-06-13 kubernetes kubernetes microservices minikube dns
Kubernetes - Exposing Two Services Using Ingress Prerequisites kubectl minikube Docker DescriptionIn the previous posts Containerizing an ML Model - Part 1 and Containerizing an ML Model - Part 2 I showed how to create the docker container for a s 2020-05-10 kubernetes docker kubernetes microservices minikube ingress
Restore Packages From a Private NuGet Server DescriptionI was recently creating a new build pipeline for a project on Azure DevOps, but ran into a problem. My company uses a private NuGet server which is only accessible from inside the company 2020-03-12 devops azure devops nuget
Containerizing an ML Model - Part 2 Prerequisites Conda (miniconda or anaconda) Docker DescriptionThis is the second of a two part post that shows how to containerize an ML model. In the first part Containerizing an ML Model - Part 1, 2020-03-01 containers docker python machine learning
Containerizing an ML Model - Part 1 Prerequisites Conda (miniconda or anaconda) Docker DescriptionThis is the first of a series of posts that will explore how to deliver machine learning models as microservices. The end goal will be t 2020-02-23 containers docker python machine learning
