This forum introduces an innovative video-based online training course for aviation maintenance technicians, trainees, students, maintenance-involved owners, and E-AB builders. Its purpose is to introduce them to the latest methods, techniques, and practices of modern evidence-based, reliability-centered maintenance and data-driven diagnostic methods. This training is free of charge by the nonprofit Savvy Aviation Foundation, and has been FAA-accepted for IA renewal credit. Session type: Forum — Skyfarer is not affiliated with the Experimental Aircraft Association (EAA) or EAA AirVenture Oshkosh. This session is listed for informational purposes from the official AirVenture 2026 schedule. Times and locations can change during the event — verify on the official session page: https://events.rdmobile.com/Sessions/Details/3540992