Introduction to Regularization: Ridge and Lasso (5.1)

Regularization is an important topic for deep learning. This video introduces classic L1 (ridge) and L2 (lasso) regularization towards deeplearning and keras. Both techniques work by simplifying the weight connections in the neural network.

Code for This Video:
https://github.com/jeffheaton/t81_558_deep_learning/blob/master/t81_558_class_05_1_reg_ridge_lasso.ipynb
Course Homepage: https://sites.wustl.edu/jeffheaton/t81-558/

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