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Lesson 6 Code

Adding Regularization to a Neural Network

In this code lesson we'll use the house price dataset and neural network we've been develping, and add regularization in an attempt to reduce overfitting; which will allow us to train a more accurate network.

House dataset: https://www.kaggle.com/c/house-prices-advanced-regression-techniques


Lesson 4 Code: https://github.com/chrisachard/summer_of_ai/blob/master/House%20Prices-Embeddings.ipynb


This Lesson's Completed Code: https://github.com/chrisachard/summer_of_ai/blob/master/House%20Prices-Regularization.ipynb