The Open-Closed Principle (OCP) is an important object-oriented programming principle that states that software entities should be open for extension but closed for modification. This goal of this principle is to create software that is more flexible and easier to maintain over time. Data scientists can also apply this principle to their work, making sure their models are easily extensible and maintainable.