Instructor: Carlos Castillo
These are materials for an undergraduate course on Data Mining. They were developed for third year students of the bachelor degree on Mathematical Engineering on Data Science at Universitat Pompeu Fabra, Barcelona.
🚧 The materials on this page are a work-in-progress for the course to be delivered September-December 2019. This is the first time this course is delivered, so changes are expected. Until the end of the course, none of this material can be considered final.
- 📈 Theory: slides for the theory part.
- 💻 Practicum: activities for practical sessions.
- 📁 Datasets: to be used during practical sessions.
Material specific to UPF students:
- 📜 Course presentation: general aspects of the course at UPF ("plan docente").
- 🎓 Evaluation rules for course at UPF.
- 📆 Calendar for course at UPF.
I am thankful to Aris Gionis and Aris Anagnostopoulos for their comments on an earlier version of these materials. Thanks to Miguel Angel Cordobés for his work on several of the practical sessions.
All course materials are available under a Creative Commons license unless specified otherwise.