Spoke at Hack Hours today about MLOps, and the similarities with DevOps practices.
4 core principles of MLOps that we discussed are:
4 core principles of MLOps that we discussed are:
- Versioning (model code and datasets)
- Automated data pipelines
- CI/CD for Machine learning
- Automated testing
Check out the demo repo for an example that ties all this together!