Lesson 4 Code
Combining Numerical and Categorical Data
In this lesson we'll look back at the house price dataset that we used in lesson 2. Previously, we just used 4 numerical columns for price prediction, but now we'll add 2 categorical columns as well. We'll use embedding layers to process those categories, and then see if we can get a better accuracy than before.
House dataset: https://www.kaggle.com/c/house-prices-advanced-regression-techniques
Lesson 2 House Price Code: https://github.com/chrisachard/summer_of_ai/blob/master/House%20Prices.ipynb
Completed Lesson 4 Code: https://github.com/chrisachard/summer_of_ai/blob/master/House%20Prices-Embeddings.ipynb
