Data Science as Cooking

Data science is likened to cooking, where flexibility and adaptation are key to success. In smaller companies, data scientists must wear many hats, transitioning from tasks like dashboarding to sales forecasting. Emphasizing a broad understanding of the entire machine learning workflow, the role focuses on converting data into business value rather than just model training.