Deep Learning 面试题与答案

Question: What is the difference between online learning and batch learning in machine learning?

Answer: In online learning, the model is updated incrementally as new data becomes available, adapting to changes over time. In batch learning, the model is trained on the entire dataset in one go. Online learning is suitable for scenarios with evolving data, while batch learning is more common in offline or batch processing scenarios.