What is data pre-processing?

  • Data pre-processing is a step in Machine Learning where we transform data before feeding it to the model.
  • This helps machine to easily parse it and thus improves the ability of our model to learn and its efficiency.
  • There are huge amounts of data in different formats which is not understood by the machine, thus pre-processing it is very helpful.