Systems | Development | Analytics | API | Testing

October 2022

How to Easily Deploy Your Hugging Face Models to Production - MLOps Live #20- With Hugging Face

Watch Julien Simon (Hugging Face), Noah Gift (MLOps Expert) and Aaron Haviv (Iguazio) discuss how you can deploy models into real business environments, serve them continuously at scale, manage their lifecycle in production, and much more in this on-demand webinar!

How to Run Workloads on Spark Operator with Dynamic Allocation Using MLRun

With the Apache Spark 3.1 release in early 2021, the Spark on Kubernetes project has been production-ready for a few years. Spark on Kubernetes has become the new standard for deploying Spark. In the Iguazio MLOps platform, we built the Spark Operator into the platform to make the deployment of Spark Operator much simpler.