Databricks Certified Machine Learning Professional

Validates ability to design, implement, and manage enterprise-scale machine learning solutions using the Databricks platform. The exam covers model development with SparkML and distributed training, MLOps practices including model lifecycle management, validation testing, environment architectures with Databricks Asset Bundles, automated retraining workflows, drift detection with Lakehouse Monitoring, and model deployment strategies with Model Serving. The exam consists of 60 multiple-choice questions over 120 minutes.