Feature Engineering in Machine Learning and Data Science
During the Machine Learning life cycle process, you will often need to figure out how will you scale your features ?, how you will encode the categorical columns?, how will you extract the features from the text data or from the image datasets ? or how will you create the new features from the existing features ? if so, then you are watching the right channel , here I am going to cover all the feature engineering steps in more details.
This is my fist video of feature engineering where I am explaining the basic concept of feature engineering and what are the different steps we used to perform during ML life cycle under feature engineering.