I've been playing with various ML training tools and different monitoring and operations tools. I've been unsure if it's one size fits all (e.g. langsmith or mlflow) or whether certain tools are more proportionate for the need. I haven't gone into licencing costs but for each ML Type, I have put together a list of… Continue reading MLOps Toolsets for Different ML Types
Setting up MLOps for repeatable pipelines when using scikit-learn Not every AI problem requires a large language model. In many enterprise environments, the most valuable systems are still well engineered, explainable, repeatable and operationally governed. This is where classical machine learning pipelines still provide benefit and Scikit-learn remains one of the strongest foundations for these… Continue reading MLOps for Scikit-learn
API Crazy 