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NLP_Sentiment_Analysis
NLP_Sentiment_Analysis PublicSentiment analysis of the restaurant reviews from YELP dataset using BoW, TF-IDF, Word2Vec, Doc2Vec, Glove and BERT.
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Data_Mining
Data_Mining PublicData Mining - EDA, Feature Selection, Standardize, Remove Global Outliers, Normalize, Feature Extraction (with PCA), Clustering, Classification (baseline models and hyperparameter tuning with GridS…
Jupyter Notebook 2
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A_B_Testing
A_B_Testing PublicA/B Testing: preprocessing, two proportions z-test, computing critical z‐value and z-statistic.
Jupyter Notebook
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Lexicon_Based_Sentiment_Analyzers
Lexicon_Based_Sentiment_Analyzers PublicTwo lexicon-based sentiment analyzers: TextBlob and Vader.
Jupyter Notebook
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