Teaching

Courses and web-based lecture notes by Jhony H. Giraldo.

These course pages are designed as academic resources. Each course can contain learning objectives, notation, web notes with LaTeX equations, downloadable materials, references, and exercises.

APM 5DS30 TP

Machine Learning with Graphs

Graph representation learning, graph neural networks, scaling, spatiotemporal learning, recommender systems, and graph generation.

MSc · Course lead · 2024–present

APM 5DA12 TP

Deep Learning for Computer Vision

Modern representation learning and deep neural architectures for visual understanding.

MSc · Course lead · 2023–present

Course communication

For questions about assessment, deadlines, enrollment, or individual circumstances, use the official course channel when one is available.

A note about email I receive more messages than I can reliably answer. I am sorry if I am unable to reply or if my response is delayed. For course-specific questions, please use [name-of-the-course] at the beginning of the subject line.