LinkedIn Google Cloud Professional Machine Learning Engineer Certification Exam ~2 hours 50-60 Questions Online or in person Recommended 3+ years industry experience 1+ year experience with GCP Six sections in the exam Framing ML Problems Architecting ML solutions Designing data preparation and processing systems Developing ML models Automating and orchestrating ML pipelines Monitoring, optimizing, and maintaining ML solutions