學習資源幾類 (每一個層次都需要動手做實踐)

視訊
萬門，網易雲課堂，coursera, Udacity
教科書
周志華老師《機器學習》
Ian Goodfellow 《深度學習》
W. Mckinney 《Python for data analysis》
paper論文或者小章節 （理論基礎較好者，在有志學習深度學習以及人工智慧時，應多讀paper, 比如說)
Sabour, S., Frosst, N., & Hinton, G. E. (2017). Dynamic Routing Between Capsules, (Nips). Retrieved from

http://arxiv.org/abs/1710.09829
LeCun, Y. (n.d.). Gradient-based learning applied to document. https://doi.org/10.1109/5.726791
Covington, P., Adams, J., & Sargin, E. (2016). Deep Neural Networks for YouTube Recommendations. Proceedings of the 10th ACM Conference on Recommender Systems - RecSys ’16, 191–198.

https://doi.org/10.1145/2959100.2959190
Ng, A. (2012). 8. The EM Algorithm. Machine Learning, 1(X), 139–172. https://doi.org/10.1007/978-3-642-21551-3_6