Complete exam preparation for the Google Cloud Professional Machine Learning Engineer certification. Covers ML problem framing, data preparation, feature engineering, model development (Vertex AI Training, AutoML), ML pipelines (Vertex AI Pipelines, Kubeflow, TFX), MLOps, monitoring, and responsible AI. ~60 questions, 120 minutes. Must demonstrate practical ML engineering experience. Taught by Dr. Ian Wilkinson. Level: Advanced. Category: Data & AI. Enroll to access AI-powered lessons, quizzes, live instructor sessions, and a verifiable certificate.