Curriculum Learning

Curriculum Learning is an educational approach applied in machine learning, where models are trained on tasks in a structured order based on difficulty. This method mimics human learning, starting with simpler examples and gradually progressing to more complex ones. By organizing training data into levels of difficulty, models can achieve better performance and accuracy. This technique is particularly beneficial in fields like medical image analysis and reinforcement learning, where understanding nuanced distinctions is crucial. Overall, Curriculum Learning enhances the learning process by allowing models to build foundational knowledge before tackling challenging tasks.