You cannot use Canvas APIs directly outside Canvas. Canvas is no-code ML tool so the intent is not to let the user write any code to do ML. But.. Canvas uses SageMaker Autopilot APIs to train models and you can access all the different training recipes, their code, their hyperparameters, data prep code which was used in Canvas, as jupyter notebooks with in SageMaker Studio.
So SageMaker Autopilot might be what you are looking for as you can very well access Autopilot APIs.
Should SageMaker Canvas region and S3 region be the same?Accepted Answerasked 3 months ago
SageMaker Canvas connect Redshift failedAccepted Answer
Cloud Canvas outside LumberyardAccepted Answerasked 6 years ago
How to further improve Sagemaker Canvas Model Score?Accepted Answerasked 4 months ago
Getting Access to the CanvasAccepted Answerasked 2 years ago
SageMaker Canvas Integrationasked 5 months ago
SageMaker Canvas failed to import the Redshift Data
Sagemaker Canvas Lifecycle Configasked 4 months ago
Can AWS Batch jobs use SageMaker FastFile mode?asked 7 months ago
Where should I report to when encounter a trouble at SageMaker Canvas?Accepted Answerasked 8 months ago