├── .gitignore ├── LICENSE ├── README.md ├── notebooks ├── 01_Text_Wrangling_Examples.ipynb ├── 02_Text_Representation_Statistical_Models.ipynb ├── 03_Text_Representation_Embedding_Models.ipynb ├── 04_NLP_Applications_Text_Similarity_Content_Recommenders.ipynb └── 05_NLP_Applications_Predicting_E_Commerce_Product_Recommendation_Ratings_from_Reviews_.ipynb └── presentation └── NLP Essentials.pdf /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aiplanethub/nlp_essentials/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aiplanethub/nlp_essentials/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aiplanethub/nlp_essentials/HEAD/README.md -------------------------------------------------------------------------------- /notebooks/01_Text_Wrangling_Examples.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aiplanethub/nlp_essentials/HEAD/notebooks/01_Text_Wrangling_Examples.ipynb -------------------------------------------------------------------------------- /notebooks/02_Text_Representation_Statistical_Models.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aiplanethub/nlp_essentials/HEAD/notebooks/02_Text_Representation_Statistical_Models.ipynb -------------------------------------------------------------------------------- /notebooks/03_Text_Representation_Embedding_Models.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aiplanethub/nlp_essentials/HEAD/notebooks/03_Text_Representation_Embedding_Models.ipynb -------------------------------------------------------------------------------- /notebooks/04_NLP_Applications_Text_Similarity_Content_Recommenders.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aiplanethub/nlp_essentials/HEAD/notebooks/04_NLP_Applications_Text_Similarity_Content_Recommenders.ipynb -------------------------------------------------------------------------------- /notebooks/05_NLP_Applications_Predicting_E_Commerce_Product_Recommendation_Ratings_from_Reviews_.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aiplanethub/nlp_essentials/HEAD/notebooks/05_NLP_Applications_Predicting_E_Commerce_Product_Recommendation_Ratings_from_Reviews_.ipynb -------------------------------------------------------------------------------- /presentation/NLP Essentials.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aiplanethub/nlp_essentials/HEAD/presentation/NLP Essentials.pdf --------------------------------------------------------------------------------