The book Process Mining: Discovery, Conformance and Enhancement of Business Processes by Wil van der Aalst serves as a reference for process mining. Enclosed is a set of presentations to support the book. These slides should not be used without referring to the book and www.processmining.org.
A collection of event logs and process models illustrating the various concepts can be found in a zip file. An explanation of these artifacts and their relation to the book can be found here. Note that it is assumed that the reader has installed ProM 6 (and/or ProM 5.2).