Google Cloud Professional Cloud Architect PCA — Topic 1 Question 244

Question

Your machine learning (ML) engineers use self-hosted Jupyter notebooks for tasks such as data preparation, model training, and fine-tuning. The operations team then deploys these models in various environments. You want to provide maximum flexibility for ML engineers, promote collaboration with a common toolset, and leverage Google Cloud's scalability, while following Google-recommended practices. What should you do?

Accepted Answer

Correct answer: C. The correct answer is C. Option C: Use Vertex AI for machine learning and machine learning operations (MLOps) for model deployment. Vertex AI is the unified managed platform to build, train, tune, deploy, and operate ML models.

Google Cloud Professional Cloud Architect PCA — Question 244