Feature engineering is crucial and you’re right that if we have better features, we don’t need such overly complex models. Moreover, creating deep features through DFS can let us extract useful information about real-world problems such as which variables are most important to monitor.

Thanks for the resource. That’s an interesting approach to feature engineering and I’m eager to try it out!