Category: Education

Once you have a good grasp of the key statistical concepts and functions related to your data set, feature engineering is another important concept in exploring, analyzing, and visualizing data. Feature engineering refers to combining multiple elements in a way that produces more valuable information than simply observing each element individually. This type of engineering includes activities such as feature selection (choosing what features are most important in order to predict an outcome) or creating new features out of existing ones (like a sum of multiple features). https://www.datatrained.com/data-science-program