This workshop will teach you how to set up an ML platform based on open-source tools like Cookiecutter, DVC, MLFlow, FastAPI, Pulumi, GitHub Actions, and more. Alon explains each tool in an intuitive way and the problem it solves and then builds a useful platform that combines all of them. All codes are available on GitHub so you'll be able to integrate them into your existing work easily. In this live coding session, Alon demonstrates how you can easily build your own custom ML Platform using open source tools such as Pulumi, MLFlow, KFServing, and more. All codes are available here: https://github.com/aporia-ai/mlplatform-workshop, In our previous live coding session, we built an ML platform using MLFlow, DVC, Pulumi, and other tools. As requested by the community, during the second session we'll focus on how to add solutions for Model Monitoring and Training Orchestration. All codes are available here: https://github.com/aporia-ai/mlplatform-workshop
