Merge branch 'master' of https://github.com/acmucsd/acm-ai-workshops

Author: edwardyang12

Fall20/NeuralNetworks2/README.md

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+# Neural Networks Workshop 2 - Weight For it!
+
+This is all about learning in neural networks
+
+Previously we looked at how to create one and individually enter the weights and biases ourselves
+
+These are the slides for this workshop: https://docs.google.com/presentation/d/1Z5EzIUjgQvysiJxWwhJiOuM2Sq6ZLuiZKoyoNEfcows/edit?usp=sharing
+
+The Agenda:
+
+1. A brief review of the (vectorized) neural network
+2. Motivation for gradient descent
+3. Intuitive visual explanation of gradient descent
+4. Gradient descent formulated mathematically
+5. Motivation for backpropagation
+6. Backpropagation calculations
+7. Code implementation
+8. Live demo of learning
+9. Questions