I just published the article Detect Defects in a Data Pipeline Early with Validation and Notifications. This article covers how to: • Use Deepchecks to validate components in the research phase of your data science pipeline • Use Prefect to send notifications when a validation failed Source code.

Deep Dive into Data Quality with Deepchecks and Prefect cool llama

Oh cool, I've never heard of DeepChecks. Seems like a easy to use tool to understand data quality in preparation for machine learning.

yes exactly