AI Training
Intel AI Student Kits - Machine LEarning 101, Deep Learning 101
Canada/Vancouver Korean Software Developer Group
Blogs
Good -> ratsgo's blog for textmining
Good -> A Year in Computer Vision, 2017
Good -> Optimization for Deep Learning Highlights 2017
New theory cracks open the black box of deep neural networks
Information Theory of Deep learning
Sung Kim's Online Lecture
Machine Learning for everyone Season 1 (Korean)
Sedong Nam's YouTube
Andrew Ng's ML class
https://www.coursera.org/learn/machine-learning
http://www.holehouse.org/mlclass/(Note)
Convolutional Neural Networks for Visual Recognition
Tensorflow
https://github.com/aymericdamien/TensorFlow-Examples
Reinforcement Learning
Reinforcement Learning: An Introduction, Complete Draft
Natural Language Processing
Stanford CoreNLP - Natural Language Software
Speech and Language Processing
Why does Deep Learning work?
https://calculatedcontent.com/2015/03/25/why-does-deep-learning-work/
Ajay Jatav
Deep Learning의 한계점
"Deep Learning: A Critical Appraisal", Gary Marcus, 2018.
[Link] https://arxiv.org/abs/1801.00631
[YouTube] https://www.youtube.com/watch…
[Slides] https://www.slideshare.net/…/deep-learning-a-critical-appra…
Books
Coding the matrix
프로그래머를 위한 선형대수
8일간의 선행대수학
Introduction to linear algebra, Gilbert
