├── .gitignore ├── LICENSE ├── Module01 - Introduction to NLP └── Introduction to NLP.ipynb ├── Module02 - Text Wrangling ├── Project - Build your Text Pre-processor.ipynb └── Understanding Text Wrangling.ipynb ├── Module03 - Text Understanding ├── Project - Building NER Taggers.ipynb └── Resources │ ├── Resource01 - Parts of Speech Tagging.ipynb │ ├── Resource02 - Text Parsing - Shallow Parsing .ipynb │ ├── Resource03- Text Parsing - Constituency and Dependency Parsing.ipynb │ └── Resource04 - Text Parsing - Named Entity Recognition.ipynb ├── Module04 - Text Representation ├── Exploring_Word_Embeddings_with_Deep_Learning_Models.ipynb └── Traditional_Statistical_Models_.ipynb ├── Module05 - NLP Applications ├── Project01 - Text Content Recommenders.ipynb ├── Project02 - Text_Clustering.ipynb ├── Project03 - Sentiment Analysis Unsupervised Lexical Models.ipynb ├── Project04 - Topic Modeling.ipynb ├── Project05 - Neural Machine Translation Word Level Seq2Seq Model.ipynb ├── Project06 - Text Summarization.ipynb ├── Project07A - Text Classification Machine Learning and Basic DNN Models.ipynb ├── Project07B - Text Classification Deep Learning CNN Models.ipynb ├── Project07C - Text Classification Deep Learning Sequential Models LSTMs.ipynb ├── Project07C_XTN - Text Classification Deep Learning Sequential Models Bidirectional GRUs with Attention.ipynb ├── Project07D - Text Classification Deep Transfer Learning with Universal Embeddings.ipynb ├── Project07E - Text Classification with BERT Deep Transfer Learning.ipynb ├── Project08 - Text Generation with Transformers.ipynb └── Take_Home_Neural_Machine_Translation_with_Attention.ipynb └── README.md /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_odsc19/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_odsc19/HEAD/LICENSE -------------------------------------------------------------------------------- /Module01 - 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