Professional ML Engineer

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About This Certification

The Professional Machine Learning Engineer validates the ability to design, build, and productionize ML models on Google Cloud using Vertex AI. It covers data preparation, model training, MLOps, responsible AI, and deploying scalable ML systems on GCP.

Who It's For

ML engineers and data scientists with hands-on model development experience who are operationalizing ML workflows on GCP. Requires working knowledge of ML theory and the Vertex AI platform.

Certification Paths

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