Neural Networks and Deep Learning

Neural Networks and Deep Learning
https://www.coursera.org/learn/neural-networks-deep-learning

https://www.coursera.org/learn/neural-networks-deep-learning/supplement/CHeiR/frequently-asked-questions

“Math Processing Error”
The page is attempting to use MathJax to render math symbols.
… you have caught the web page Ajax javascript code in an incomplete state.

prerequisites:

  • Very basic programming skills (i.e. ability to work with dictionaries and for loops)
  • basic machine learning (how do we represent a dataset as a matrix, etc.).
  • basic linear algebra (matrix multiplications, vector operations etc.).

Python has a useful library “Numpy” that makes math operations very easy.
deep learning frameworks:

  • Tensorflow
  • Keras
  • PaddlePaddle,
  • CNTK
  • Caffe, …

Geoffrey Hinton interview
https://www.coursera.org/learn/neural-networks-deep-learning/lecture/dcm5r/geoffrey-hinton-interview
27:42 unsupervised learning: how to do it?

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