Necessity of dimensionality reduction for predictive modelling



Do we need to reduce the dimension of a dataset i.e. drop the variable which doesn’t contribute significantly to explain the dependant variable only for predictive analytics or for any machine learning techniques for the matter of the fact.


here you will be able to understand the benefits of dimensionality reduction