Here I will discuss how Linear Regression works and how can we implement it in different ways to achieve best accuracy.
I have taken health insurance data set for analysis. It contains 1338 samples and 7 features.
Here we want to predict insurance charges using given features like age, sex, bmi, children, smoker and region.
You will be able to download data from here.
How will you evaluate your regression model?
Road safety should be a prior interest for governments, local authorities and private companies investing in technologies that can help reduce accidents and improve overall driver safety.
Here we will analyze historic collision data and prepare classification model to predict future events.
Shape of a data set: 194673 samples, 38 features