Machine Learning Operations (MLOps), Convergent or Divergent?
blog.matt-rickard.com
At Google, I helped develop an open-source MLOps platform built on Kubernetes called Kubeflow. Many companies found the abstractions helpful, but I thought deeply on whether MLOps would diverge into a separate toolchain or DevOps tooling would converge to cover machine learning use cases.
Machine Learning Operations (MLOps), Convergent or Divergent?
Machine Learning Operations (MLOps…
Machine Learning Operations (MLOps), Convergent or Divergent?
At Google, I helped develop an open-source MLOps platform built on Kubernetes called Kubeflow. Many companies found the abstractions helpful, but I thought deeply on whether MLOps would diverge into a separate toolchain or DevOps tooling would converge to cover machine learning use cases.