Dealing with endless data changes
Quotes from Demetrios Brinkmann on the relationship between MLOps and DevOps, with MLOps allowing for managing changes that come from data.
DevOps
Using YubiKey for SSH access
Some pointers for setting up SSH access with YubiKey on Ubuntu 22.04.
Migrating a simple web application from MongoDB to Elasticsearch
Migrating BCRecommender from MongoDB to Elasticsearch made it possible to offer a richer search experience to users at a similar cost, among other benefits.
Goodbye, Parse.com
Migrating my web apps away from Parse.com due to reliability issues. Self-hosting is a better solution.
Automating Parse.com bulk data imports
A script for importing data into the Parse backend-as-a-service.
Building a recommender system on a shoestring budget (or: BCRecommender part 2 – general system layout)
Iterating on my BCRecommender service with the goal of keeping costs low while providing a valuable music recommendation service.