Problem with the MLOps "Using custom containers with AI Platform Training" lab

The notebook provided fails when splitting the data in training and validation. I don't know what to do. I also don't understand why is the MLOps in AI Platform included in the ML engineer path when AI platform is outdated and no longer used. Would appreciate help. 

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