Discuss the role of feature engineering in model development.
Feature engineering plays a critical role in model development as it involves selecting, modifying, or creating new variables that can enhance the predictive power of the model. By transforming raw data into meaningful features, developers can provide the algorithm with the most relevant information, which can lead to improved accuracy and performance. Effective feature engineering often requires a deep understanding of the domain and the underlying data.