ML Cheat Sheet

https://www.datasciencecentral.com/profiles/blogs/20-cheat-sheets-python-ml-data-science

https://www.analyticsvidhya.com/blog/2017/02/top-28-cheat-sheets-for-machine-learning-data-science-probability-sql-big-data/

https://ml-cheatsheet.readthedocs.io/en/latest/

Books

• Goodfellow, I., Bengio, Y. and Courville, A.Deep Learning. MIT Press, 2016 (in prep.).

Papers

• Netzer, Y., et al.Reading Digits in Natural Images with Unsupervised Feature Learning.NIPS Workshop on Deep Learning and Unsupervised Feature Learning, 2011.Goodfellow, I., et al.

• Multi-digit Number Recognition from Street View Imagery using Deep Convolutional Neural Networks.ICLR, 2014. [video]

분야별 자료

Face Detection/Recognition

A Practical Guide To Using Face Technology (Part I)