A django website used in the book Practical Recommender Systems to illustrate how recommender algorithms can be implemented.

mlops template

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

Run Python WSGI apps on AWS API Gateway

Code repository for the O'Reilly publication "Building Machine Learning Pipelines" by Hannes Hapke & Catherine Nelson

Access kafka/zookeeper in your AWS cloud via ssh tunnel to consume and produce messages

Kafka cluster as Kubernetes StatefulSet, plain manifests and config

A Terraform module to create a best-practise Google Kubernetes Engine (GKE) cluster.