A startup and VC perspective on the evolution of Machine Learning Operations, or MLOps.
The State of MLOps Answering:
What are the paths to MLOps Success?
What is MLOps?
What is the data-centric approach to MLOps?
Will MLOps converge to a modular architecture?
Why does MLOps need open-source software development?
How does AWS support open-source machine learning?
Why does MLOps need vendors as well as open-source software?
Investment Theses from:
- Madrona Ventures
- AI Fund