teaching
Educational materials and tutorials covering deep learning, reinforcement learning, mathematics, and more.
Deep Learning
A comprehensive 14-day course covering linear algebra, neural networks, and backpropagation from first principles.
- 딥러닝의 기초 (Korean) - 선형대수부터 역전파까지
- Introduction to Deep Learning (English) - From linear algebra to backpropagation
- Gradient Descent - Understanding optimization problems and algorithms
Reinforcement Learning
DeepMind X UCL series notes and introduction to multi-agent systems.
- Reinforcement Learning Basics - DeepMind X UCL RL series notes and PettingZoo introduction
Tutoring Materials
Collection of tutoring materials covering various mathematics topics.
- 과외 자료 모음 (Korean) - 수학 과외 및 교육 자료 모음