├── .gitignore ├── LICENSE ├── README.md ├── notebooks ├── Module_01_NLP Essentials │ ├── 00_Introduction_to_NLP_Basics.ipynb │ ├── 01_Introduction_to_NLP_Parts_of_Speech_Tagging.ipynb │ ├── 02_Introduction_to_NLP_Named_Entity_Recognition.ipynb │ ├── 03_Building_NER_Models_CRF.ipynb │ ├── 04_Introduction_to_NLP_Text_Wrangling.ipynb │ └── ner_model.pkl ├── Module_02_Text Representation │ ├── 05_Text_Representation_Statistical_Models.ipynb │ ├── 06_Text_Representation_Embedding_Models.ipynb │ └── 07_Text_Representation_Pre_Trained_Embeddings_Transfer_Learning.ipynb ├── Module_03_NLP Applications - Machine and Deep Learning │ ├── 08_NLP_Applications_Text_Similarity_Content_Recommenders.ipynb │ ├── 09_NLP_Applications_Topic_Modeling.ipynb │ ├── 10_NLP_Applications_Text_Summarization.ipynb │ ├── 11_NLP_Applications_Text_Classification_Machine_Learning_and_Basic_DNN.ipynb │ ├── 12_NLP_Applications_Text_Classification_Deep_Learning_CNN_Models.ipynb │ ├── 13_NLP_Applications_Text_Classification_Deep_Learning_Sequential_Models_LSTMs.ipynb │ └── 14_NLP_Applications_Neural_Machine_Translation_Word_Level_Seq2Seq_Models.ipynb └── Module_04_NLP Applications - 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