딥러닝 관련 강의, 자료, 읽을거리들에 대한 모음입니다.
강의 모음
- 김성훈 교수님 강의
- 구글 머신러닝 단기집중과정
- Dive into Deep Learning
- 스텐포드 AI 강의 리스트
- CS231n: Convolutional Neural Networks for Visual Recognition (2016)
- CS231n: Convolutional Neural Networks for Visual Recognition (Spring 2017)
- CS231n: Convolutional Neural Networks for Visual Recognition (Spring 2018)
- CS224n: NLP with Deep Learning
- CS 20SI - Tensorflow for Deep Learning Research
- CS 230 - Deep Learning
- MIT 6.S094: Deep Learning for Self-Driving Cars
- DeepLearning TV
- Andrew Ng Machine Learning
- Andrew Ng Deep Learning Specialization
- Deep Learning Summer School
- 최신 논문으로 시작하는 딥러닝
- 케라스 강좌
- Reinforcement Learning
- Tensorflow 공식 강좌
- 11-785 Introduction to Deep Learning (CMU)
Conferences
- CVPR (IEEE Conference on Computer Vision and Pattern Recognition)
- ICCV (International Conference on Computer Vision)
- ECCV (European Conference on Computer Vision)
- NIPS (Neural Information Processing Systems)
- ICLR (International Conference on Learning Representations)
- ICML (International Conference on Machine Learning)
- 논문정리
GitHub
모바일
유용한 링크
- 한글
- 영문
- Deep Learning in 2017
- 유튜브
- SlideShare
- AI 관련 Blog
- 커뮤니티