Shivangi's repositories
Feature-engineering
This repository has the code for implementation of Principal Component Analysis, Upsampling (SMOTE), Downsampling (Random Undersampler) and combined via SMOTETomek.
Diabetes-Lifestyle-and-Tableau
Analysis of self-care/ lifestyle habits and their relation with diabetes diagnosis explored. Final visualisation on Tableau public.
Emotion_AI_using_NRC_lexicon_News_2021_UK
Emotion Analysis of News Texts for a correlational study between emotion valences and covid new cases.
ensemble-learning
This repository includes the implementation of stacking individual ML models Random forests as an ensemble techniques.
hadoop_binary_files
winutils.exe hadoop.dll and hdfs.dll binaries for hadoop windows
Predicting-football-player-potential
Intro to statistics project.
Stroke_prediction
Models implemented for stroke prediction amongst individuals
Supervised-learning
This file includes application of algorithms like logistic regression, Gaussian Naive Bayes and KNN and comparing their classification performances depending on whether the outliers have been dealt with or if interaction terms and higher degree features have been included.
Word_Count_using_Hadoop
Map Reduce that removes special characters from text and displays word frequency.