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q-rka t1_ixav4ld wrote

I have written some machine learning algorithms from scratch including neural network and CNNs and some of them might be in top 10 of Google search. If I have to start again, I woukd do follows:

  1. Learn Python and OOP.
  2. Master the NumPy and little of Pandas.
  3. Understanding equations and how to code them like matrix multiplications, dot product..
  4. Understanding of forward and back propagation and writing simple example in copy and trying to write code for it.
  5. Trying to solve XOR problem. Its fun!
  6. Learning about activation functions and how error propagates on different function and error functions.
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