Deep Learning

My messy notes of Deep Learning. Source Markdown files are hosted here.

Courses

• Deep Learning (Andrew Ng): Coursera, 网易云课堂

  • Notes:

    • Notes from Coursera Deep Learning courses by Andrew Ng (Tess Ferrandez) (机器之心的注释)
    • bighuang624/Andrew-Ng-Deep-Learning-notes
    • fengdu78/deeplearning_ai_books

  • Assignments:

    • JudasDie/deeplearning.ai

Books

• 神经网络与深度学习 (邱锡鹏)
• Neural Networks and Deep Learning: A Textbook (Charu C. Aggarwal)
• Deep Learning (Ian Goodfellow, Yoshua Bengio and Aaron Courville): English, Chinese
• Neural Networks and Deep Learning (Michael Nielsen): English, Chinese

References

• scutan90/DeepLearning-500-questions