As example in "Named Entity Recognision" in stage 1 of the notebook the version 3 syntax is used: | fit MLTKContainer instead of compute statement:
| compute algorithm="Named Entity Recognition and Extraction" environment="DockerDesktop" method="fit" fields="text" feature_variables="text" mode=stage