作者：Palaniappan Ponniah
来源：http://bafflednerd.com/
原文：Learn Deep learning online
我爱机器学习编者按：Deep Learning收费免费课程很多，虽然不曾一一听过，但cs231n确实足够好。当然每个人的需求不一样，仍然摘录供大家选择。
| 课程名 | 难度 | 讲师及网页 | 评价 | 时长 | 价格( $ ） |
|---|---|---|---|---|---|
| Deep Learning | Expert | Google (Udacity) | NA | 3 months | Free |
| Deep Learning from Stanford | Beginner | Samy Bengio, Tom Dean, Andrew Ng (Stanford) | NA | Self-paced | Free |
| Data Science: Practical Deep Learning in Theano + TensorFlow | Beginner | Justin C (Udemy) | 4.8 | 2.5 hours | 50 |
| An Introduction To Deep Learning & Computer Vision | Beginner | Loony Corn (Udemy) | 4.5 | 2 hours | 20 |
| Unsupervised Deep Learning in Python | Intermediate | Justin C (Udemy) | 4.8 | 2.5 hours | 50 |
| Data Science: Deep Learning in Python | Intermediate | Justin C (Udemy) | 4.6 | 3.5 hours | 50 |
| Deep Learning: Convolutional Neural Networks in Python | Expert | Justin C (Udemy) | 4.7 | 2.5 hours | 50 |
| Neural Networks for Machine Learning | Intermediate | University of Toronto (Coursera) | 4.9 | Self-paced | Free |
| Self-Paced Courses for Deep Learning | Beginner | Nvidia | NA | Self-paced | Free |
| Deep learning at Oxford 2015 | Intermediate | Brendan Shillingford (Oxford University) | NA | Self-paced | Free |
| CS224d: Deep Learning for Natural Language Processing | Intermediate | Richard Socher (Stanford) | NA | Self-paced | Free |
| CS231n: Convolutional Neural Networks for Visual Recognition | Intermediate | Fei-Fei Li, Andrej Karpathy, Justin Johnson (Stanford) | NA | Self-paced | Free |
| Neural Networks by Hugo Larochelle | Intermediate | Hugo Larochelle (Université de Sherbrooke) | NA | Self-paced | Free |
| A short history and Introducton to Deep Learning | Beginner | John Kaufhold | NA | Self-paced | Free |
| NYU Deep Learning course | Beginner | Yann LeCun (NYU) | NA | Self-paced | Free |
| [Resource] Deeplearning.net | NA | NA | NA | NA | NA |
| [Resource] A list of Deep learning courses from Machinelearningmastery.com | NA | NA | NA | NA | NA |
| [Resource] Deep learning resources from KDnuggets | NA | NA | NA | NA | NA |