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Machine learning commands | Snowflake Documentation

Machine learning commands allow you to manage machine learning models and associated objects.

You can create and manage models in Python using the Snowpark Model Registry API.

Model have versions, which have attached functions (also called methods). You can create model monitors to track the quality of your models across multiple dimensions, such as performance, drift, and volume.

• Dataset commands

• Dataset version commands

• Model commands

• Model version commands

• Model function commands

• Model monitor commands

• CREATE DATASET

• ALTER DATASET

• SHOW DATASETS

• ALTER DATASET … ADD VERSION

• ALTER DATASET … DROP VERSION

• SHOW VERSIONS IN DATASET

• CREATE MODEL

• ALTER MODEL

• DROP MODEL

• SHOW MODELS

• ALTER MODEL … ADD VERSION

• ALTER MODEL … MODIFY VERSION

• ALTER MODEL … DROP VERSION

• SHOW VERSIONS IN MODEL

• SHOW FUNCTIONS IN MODEL

• CREATE MODEL MONITOR

• ALTER MODEL MONITOR

• DESCRIBE MODEL MONITOR

• DROP MODEL MONITOR

• SHOW MODEL MONITORS

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