Predicting Life Expectancy using Machine Learning by Peyala Samarasimha Reddy
Project Summary :
Design a Regression model to predict life expectancy ratio of a given country based on some features provided such as year, GDP(gross domestic product), education, alcohol intake of people in the country, expenditure on healthcare system and some specific disease related deaths that happened in the country.
The required dataset is inside Life Expectancy data.csv file. Here I have used an Extra Tree Regression method to fit and predict the data. I have used Watson studio with machine learning instance for model building and deployment.
data-set can be downloaded here: https://www.kaggle.com/kumarajarshi/life-expectancy-who
Project Explanation and feedback video link: https://youtu.be/1HkMsLnS2uQ
Node-red app url: https://node-red-upiss.eu-gb.mybluemix.net/ui/#!/0?socketid=bwmNKQAV4Ztpa6OrAAAX