Project using machine learning to predict depression using health care data from the CDC nhs website. A companion dashboard for users to explore the data in this project was created using Streamlit. Written with python using jupyter notebook for the main project flow/analysis and visual studio code for writing custom functions and creating the d…

This jupyter notebook code predicts whether a person has pre-diabetes or diabetes. I have used NHANES data to train and test the model using various classifiers. An extensive feature engineering has been done to determine the most relevant features to diabetes. Brought down 1645 features to 25 most relevant features using various machine learnin…

COVID-19 forecasting dashboard using data from John Hopkins University, PHE and www.gov.uk. An NHS Bed forecasting model for England is also added to the UK table and plotted. There is also a notebook for forecasting the Italy COVID-19 cases which implements a logistic model, and exponential model, and tries the fb prophet model. Important note:…