Deep Learning Interviewfragen und Antworten
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. |
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Am hilfreichsten laut Nutzern:
- Explain the purpose of an activation function in a neural network.
- What is transfer learning, and how is it used in deep learning?
- What is a convolutional neural network (CNN), and how is it different from a fully connected neural network?