Why you need tools for exploration, visualisation and explanation for predictive models? During the talk I will present use cases in which model interpretability is crucial and overview tools that support model interpretability (Ceteris Paribus, Break Down, LIME, live, auditor). See more at DALEXverse: https://github.com/pbiecek/DALEX
The talk will be related to Explainable Artificial Intelligence (XAI). I will introduce key concepts and tools, as in the book https://github.com/pbiecek/DALEX_docs