GitHub - srijit43/NLP-theory-and-code: A guide to my NLP journey

This repository is to showcase that I have followed along and learned from the LinkedIn learning tutorial by Derek Jedamski

Name		Name	Last commit message	Last commit date
Latest commit History 21 Commits
01_06.ipynb		01_06.ipynb
01_09.ipynb		01_09.ipynb
02_02_Stemmer_and_Stemming.ipynb		02_02_Stemmer_and_Stemming.ipynb
02_04_Lemmatizing.ipynb		02_04_Lemmatizing.ipynb
03_02.ipynb		03_02.ipynb
03_03_Ngram_Vectorization.ipynb		03_03_Ngram_Vectorization.ipynb
03_04+TF_IDF.ipynb		03_04+TF_IDF.ipynb
04_02_Feature_Creation.ipynb		04_02_Feature_Creation.ipynb
04_03_Feature_Creation.ipynb		04_03_Feature_Creation.ipynb
04_04Select_Feature_and_BocCox_trnasformation.ipynb		04_04Select_Feature_and_BocCox_trnasformation.ipynb
05_04Build_Random_Forest.ipynb		05_04Build_Random_Forest.ipynb
05_05_Building_Random_Forest_Model.ipynb		05_05_Building_Random_Forest_Model.ipynb
05_06_Exploring_RandomForestModel_with_Gridsearch.ipynb		05_06_Exploring_RandomForestModel_with_Gridsearch.ipynb
05_07Comparing_KFold_and_GridSearchCV.ipynb		05_07Comparing_KFold_and_GridSearchCV.ipynb
05_09_Gradient_Boosting_GridSearchCV.ipynb		05_09_Gradient_Boosting_GridSearchCV.ipynb
05_10TF_IDF_vs_Count_Vect_GradBoost.ipynb		05_10TF_IDF_vs_Count_Vect_GradBoost.ipynb
05_11_BestDR_vs_BestGB.ipynb		05_11_BestDR_vs_BestGB.ipynb
NLP_LinkedIN_0104_DataExploration.ipynb		NLP_LinkedIN_0104_DataExploration.ipynb
NLTK_linkedin_learning_0103.ipynb		NLTK_linkedin_learning_0103.ipynb
README.md		README.md

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