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diff --git a/tutorials/module_5/how_neural_networks_learn.md b/tutorials/module_5/how_neural_networks_learn.md new file mode 100644 index 0000000..f81ec4d --- /dev/null +++ b/tutorials/module_5/how_neural_networks_learn.md @@ -0,0 +1,7 @@ +Lecture 3: How Neural Networks Learn + +- Loss functions +- Gradient descent & optimization +- Backpropagation concept +- Underfitting, overfitting, regularization +- Hyperparametersupervised Learning: Regression for engineering systems
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