Data Cloud Video Hub

15. Understanding a Model's Lineage

Model Lineage explores how live models interact within dynamic data environments. It highlights the importance of understanding the connections between a model, its training data, and the predictions generated, providing insights into lineage mapping through a visual data governance tool. The episode illustrates the journey of a loan approval model, showcasing how to trace its usage and dependencies effectively, which is critical before making changes that could impact reliant processes. Viewers learn techniques to visualize these relationships and make informed decisions regarding model management.