These are the slides for the introductory lecture that I gave as part of a skills seminar on Search and Data Mining (Luxembourg, 11 December 2014). The slides are rather visual and for the most part don’t include notes, yet I believe the gist of the talk will be clear. At the end links are included for tools, further reading and a link to the exercises we did.