Customer Churn Prediction Modeling

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#machinelearning #python #sklearn #pandas #randomforest #xgboost #logisticregression #structureddataanalysis #telecomdataanalysis

Public Sentiment Analysis of Covid-19 vaccination

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#nlp #discourseanalysis #sentimentanalysis #python #sklearn #pandas #twitter #jupyternotebook #lda #timeseriesanalysis #textblob #nltk #plotly #seaborn #wordcloud #gensim #pyLDAvis #unstructureddataanalysis

Indoor Geographical Information System (GIS) Modelling

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R&D on indoor GIS (i.e., crowd trajectory) using real-world positioning data to model novel process improvement initiatives for healthcare facilities.

#benchmarking #deeplearning #timeseriesforecasting #indoorgis #motionprediction #infectionspreadprevention #unstructureddataanalysis