Attached are slides, exercises and the JMP add-in from the Machine Learning Workshop.
Chris Gotwalt, Director of Statistics R&D at JMP, presented on an introduction to Machine Learning with JMP Pro. Customers from Chemicals, Semiconductor, Biotech, Manufacturing, Medical Devices and other industries attended. They all got to have a go at using JMP Pro to understand a complex modelling problem and competed to win the book - Building Better Models with JMP Pro.
I can also recommend this white paper by Roger Hoerl. It is an excellent description of the need to keep using the scientific method alongside Big Data Analytics.
Let me know in the comments if you have any questions.