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| 2 |[Data set Preparation and Basic Statistics](https://htmlpreview.github.io/?https://github.com/CogStack/MedCATtutorials/blob/main/notebooks/introductory/Part_2_Dataset_Analysis_and_Preparation.html)|[](https://colab.research.google.com/github/CogStack/MedCATtutorials/blob/main/notebooks/introductory/Part_2_Dataset_Analysis_and_Preparation.ipynb)|[TDS](https://towardsdatascience.com/medcat-dataset-analysis-and-preparation-be8bc910bd6d)|
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| 3.1 |[Building a new Concept Database (CDB) and Vocabulary (Vocab)](https://htmlpreview.github.io/?https://github.com/CogStack/MedCATtutorials/blob/main/notebooks/introductory/Part_3_1_Building_a_Concept_Database_and_Vocabulary.html)|[](https://colab.research.google.com/github/CogStack/MedCATtutorials/blob/main/notebooks/introductory/Part_3_1_Building_a_Concept_Database_and_Vocabulary.ipynb)|[TDS](https://towardsdatascience.com/medcat-extracting-diseases-from-electronic-health-records-f53c45b3d1c1)|
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| 3.2 |[Unsupervised training and NER+L](https://htmlpreview.github.io/?https://github.com/CogStack/MedCATtutorials/blob/main/notebooks/introductory/Part_3_2_Extracting_Diseases_from_Electronic_Health_Records.html)|[](https://colab.research.google.com/github/CogStack/MedCATtutorials/blob/main/notebooks/introductory/Part_3_2_Extracting_Diseases_from_Electronic_Health_Records.ipynb)|[TDS](https://towardsdatascience.com/medcat-extracting-diseases-from-electronic-health-records-f53c45b3d1c1)|
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