I am preparing for Google Cloud Professional Machine Leargning Engineer certification . The certification is mandatory in the project I am working on.
Kubernetes has been everywhere lately. Especially in the context of MLOps to manage the plethora of different tasks such as training, serving and registering the models.
This blog post compares machine learning platforms from major cloud providers Azure, AWS and Google Cloud. Also Databricks platform has been included.
Machine learning is going towards the direction where data scientist does the creative work and ML platform takes care of unpleasant process management.