Merge branch 'master' of https://github.com/khuyentran1401/Data-science

README.md

@@ -89,6 +89,7 @@ If you prefer shorter versions of these blogs, subscribe to [Data Science Simpli
 | Title        | Medium article           | Repository  |
 | ------------- |:-------------:| :-----:|
 | 3 Ways to Extract Features from Dates with Python | [link](https://towardsdatascience.com/3-ways-to-extract-features-from-dates-927bd89cd5b9) | [link](https://github.com/khuyentran1401/Data-science/blob/master/time_series/extract_features/extract_features_from_dates.ipynb)
+| Similarity Encoding for Dirty Categories Using dirty_cat | [link](https://towardsdatascience.com/similarity-encoding-for-dirty-categories-using-dirty-cat-d9f0b581a552) | [link](https://github.com/khuyentran1401/Data-science/blob/master/feature_engineering/dirty_cat_example/employee_salaries.ipynb)
 
 
 # Visualization