2025 Spring: Deep Learning Basics and Applications
                       (딥러닝 기초 및 응용)

Lecture Notes

Lecture0: Course Introduction [PDF]

Lecture1: Introduction to Deep Learning Technology [PDF]
Lecture2: Neural Network for Language Models [PDF]

Lecture3: Introduction to Large Language Models [PDF]

Lecture4: Transformer Network [PDF]

Lecture5: Convolutional Neural Network [PDF]

Lecture6: CNN Architectures [PDF]

Lecture7: Detection and Segmentation [PDF]

Lecture8: Introduction to Vision-Language Models [PDF]​​​​​

Scores of Exam, Project, Homework [PDF]