SnowPro Advanced Data Scientist

Registry.log_model accepts the trained model as its first argument and requires model_name; it also supports version_name, conda_dependencies, comment, and a metrics dictionary. A scikit-learn model must provide either sample_input_data or signatures so the registry can determine target-method signatures. The valid registration pattern therefore includes the classifier, a valid model name, and sample_input_data.