Big Data Analyst
Noida, Uttar Pradesh, In
Preventive Healthcare Analysis:- Data preprocessing tasks like data quality check , cleansing and transformation - Dimensionality reduction techniques like PCA, RFE used for variable selection.- Built linear regression, Random Forest, SVR to predict MMSE and calculate risk score and parameters - - based upon the Active Meter Data, Medical History like Walking Steps, Running Steps, Skin temperature, Blood Pleasure, Heart Disease etc.- Build Time Series and PLM, TSLM models for forecasting the MMSE - Extract data from MRI images using free surfer.- Identified Risk factor and defiance factor from linear regression. - Extracted rules from random forest.