This project uses a laptop's built-in camera to identify various cereal and marshmallows. The computer then sorts them based on a model you train. A Circuit Playground Express communicates with the computer to decide when to sort which marshmallow/cereal ... (more…)

Autoscaling-from-0 GPU Spot Instance node groups on Amazon’s Elastic Kubernetes Service, using CloudFormation templates... (more…)

Machine learning (ML) systems promise disruptive capabilities in multiple industries. Building ML systems can be complicated and challenging, however, especially since best practices in the nascent field of AI engineering are still coalescing. Consequentl... (more…)

rorolite - Command-line tool to deploy ML applications to your own server with a single command... (more…)

TDA and Machine Learning both benefit from the other. This post by Ayasdi co-founder Harlan Sexton talks specifically about how Random Forest can perform better with TDA and vice versa. (more…)