Resources

A curated collection of resources, primarily course materials I have created or compiled. These materials are available for study and teaching.

IM3014 — Linux System Administration Practice

Lab exercises and homework for the course, authored and maintained by me. The course is taught by Prof. Hsin-Min Lu.

Fall 2025

• Week 3 — File systems, access control, and process management.
  • lab
  • homework
• Week 7 — Software installation, user management, and LDAP.
  • lab
  • homework
• Week 9 — Web hosting, networking, and DNS.
  • lab
  • homework
• Week 11 — Virtualization and containers.
  • lab
  • homework

Data Science Study Group

Course materials for a private study group hosted at NTU made by me.

• Docker & Kubernetes — slides
• Unsupervised Learning — slides
• Deep Learning Computer Vision (1): Discriminative Models - slides

NTU Sprout Program (Mandarin: 資訊之芽培訓計劃)

Course materials from the NTU Sprout Program made by me.

Spring 2024

• Web Programming — slides
• Computer Vision — slides

Spring 2023

• Web Programming — slides
• Module — slides
• Coding Style — slides

Misc

Some random stuff.

• Serving LLMs at Scale (A talk given to NTU AI Club on November 2025) - slides