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Optimization methods

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$10.00
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This product consists of four PDFs, including full manuscripts, that correspond to the following videos on youtube:

1. Gradient descent - with a simple example

2. Newton's method - explained Newton-Raphson method find roots and minimum value

3. The Gauss Newton Method - explained with a simple example

4. Stochastic gradient descent (SGD) vs mini-batch GD iterations vs epochs - Explained


You will get the following files:
  • PDF (1MB)
  • PDF (827KB)
  • PDF (1MB)
  • PDF (1MB)

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