Features Engineering is a very interesting concept in the Machine Learning Space. It can be overwhelming for beginners but it can be well understood with a guide.

Here I will talk about the concept of Features Engineering and when and how to apply the various techniques.

We will talk about concepts like Features types (Categorical or Numerical) ; what they mean to the Data Scientist VS Machine.

We will talk about different encoding technique which is appropriate in different scenarios.