Announcements
| 8 Jan, 2026 |
No class on 12 Jan to accommodate SDP. |
| 21 Dec, 2025 |
The website for 2025/26 is up. |
Goal
Machine learning is now used in many different areas.
In the School of Informatics alone,
there are 13 other machine learning-related courses!
The goal of this course is to teach you the foundation
of machine learning, enabling you to learn the
advanced topics.
Prerequisite
The course requires linear algebra, probability, and calculus.
We will review the necessary tools in this course, but we also
encourage you to review the materials in
CAP,
ILA, and
DMP.
Programming
We will be using
python throughout
the course, in particular, in the tutorials and coursework.
We will use
numpy,
matplotlib,
and a little bit of
pytorch.
Materials in
FDS
will be handy, and we encourage you to review them.