What is feature engineering in python?

Question

Could someone tell me what is feature engineering in Python?

Answer 1

Feature engineering is a very important concept in Machine Learning domain. Feature engineering is a process of extracting important features from the unstructured and raw data that could be used for transforming it into a format that is easily comprehensible for machine learning models to produce results with fewer errors.

Feature engineering’s objective includes creating machine learning models to improve the performance of models by improving the dataset quality that is in line with the machine learning algorithm. Python is extensively used in Machine Learning and has a huge library that is used by the developers in creating machine learning.

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