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samdwo300 · Jan 2, 2023 · 540eeb5 · 540eeb5
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 | SHAP: Explain Any Machine Learning Model in Python | [🔗](https://towardsdatascience.com/shap-explain-any-machine-learning-model-in-python-24207127cad7) | [🔗](https://deepnote.com/project/Data-science-hxlyJpi-QrKFJziQgoMSmQ/%2FData-science%2Fdata_science_tools%2Fshapey_values%2Fshapey_values.ipynb)
 | Predict Movie Ratings with User-Based Collaborative Filtering  | [🔗](https://towardsdatascience.com/predict-movie-ratings-with-user-based-collaborative-filtering-392304b988af) | [🔗](https://github.com/khuyentran1401/Data-science/blob/master/machine-learning/collaborative_filtering/collaborative_filtering.ipynb)
 | River: Online Machine Learning in Python | [🔗](https://towardsdatascience.com/river-online-machine-learning-in-python-d0f048120e46) | [🔗](https://github.com/khuyentran1401/Data-science/blob/master/machine-learning/river_streaming/streaming.ipynb) | [🔗](https://youtu.be/2PRqU_uC1hk)
-| Human-Learn: Rule-Based Learning as an Alternative to Machine Learning | [🔗](https://towardsdatascience.com/human-learn-rule-based-learning-as-an-alternative-to-machine-learning-baf1899ecb3a) | [🔗](https://github.com/khuyentran1401/Data-science/blob/master/machine-learning/human_learn_examples/rule_based_model.ipynb)
+| Human-Learn: Rule-Based Learning as an Alternative to Machine Learning | [🔗](https://towardsdatascience.com/human-learn-rule-based-learning-as-an-alternative-to-machine-learning-baf1899ecb3a) | [🔗](https://github.com/khuyentran1401/Data-science/blob/master/machine-learning/human_learn_examples/rule_based_model.ipynb) | [🔗](https://youtu.be/JF-bC6JYJsw)
 
 # Natural Language Processing