This course provides an overview of state-of-the-art Web analytics, as well as of advanced data mining techniques and applications that are suitable to the context of the Web. It will provide a sound mix of theory and practice, illustrated by several real-life cases and hands-on exercises using SAS Web Analytics, SAS Enterprise Miner, and SAS/STAT software.