Before Class

Here is some material we think would be helpful for this week's class.

  1. Linear Algebra Review

    You can find a cheat sheet for basic Linear Algebra concepts here: https://towardsdatascience.com/linear-algebra-cheat-sheet-for-deep-learning-cd67aba4526c

  2. Multilayer Perceptrons (MLPs)

    You can read about MLPs here: https://en.m.wikipedia.org/wiki/Multilayer_perceptron

    Training MLPs: http://www.iro.umontreal.ca/~pift6266/H10/notes/mlp.html

  3. Backpropagation

    The example of backpropagation we will use in class: https://mattmazur.com/2015/03/17/a-step-by-step-backpropagation-example/

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