About this course
Learn how explainable artificial intelligence (XAI) works and how it will impact data science-related projects and businesses.
Explainable AI: Expanding the frontiers of artificial intelligence
1m 48sIntroduction to AI and ML
4m 33sWhat is XAI?
4m 7sXAI techniques
1m 43sThe need for XAI: Business
4m 18sThe need for XAI: Legal
4m 47sLimitations of XAI
5m 12sHumans are better at some things
5mComputers are better at some things
3m 15sCombining the strengths of humans and machines
4m 15sExample: Centaur chess
6mSimple example: Driving directions
3m 4sMedical example: Explainability for surgical health care and medicine
4m 30sBusiness example 1: Marketing
4m 55sBusiness example 2: Fraud detection
4m 14sFull adoption will take time
4m 39sInvest in XAI
5m 58sSummary
1m 56s