Data Science, Machine Learning, Feature Engineering, Algorithms, Machine Learning Tools.
process that demands creativity and domain knowledge and has as much art as science. Broadly speaking, we can divide feature engineering into two components: 1) creating new features and 2) processing these features to make them work optimally with the machine learning algorithm under