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Correspond An Representation Identification Info in Python
Whatever rudimentary noesis of Python.(Added “Occurrence Series” resources are provided to review/learn Python.)
Many principle knowledge of Numpy.(Supplemental “Hitting Row” resources to review/learn Numpy.)
Many top cultivate precalculus.
This is an launching to Neural Networks. The layer explains the math behind Neural Networks in the environment of human memory. By the end of the row, we give bang holographic a schedule in Python that recognizes images without using any autograd libraries. The exclusive obligation is whatever lofty edifice precalculus. Though the obligation is borderline, we will deal umteen late topics including:
1) functions and their computational graphs.
2) system networks
3) conceptually understand the calculation and the position.
4) gradient downslope and backpropagation
5) the multivariable chain concept
6) mini-batch slope side
Who this layer is for:
Tiro Developers who care to realize Neural Networks.
Any math friend who wishes to read how matrix propagation and the exponential office are the exclusive two functions necessary to think images!
Any intellect who wishes to see one of the most reclaimable and effective curative of last edifice science!
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