Deep Learning Interviewfragen und Antworten
Question: Explain the concept of weight initialization in neural networks and why it is important.Answer: Weight initialization is the process of setting initial values for the weights of a neural network. Proper weight initialization is crucial for preventing issues like vanishing or exploding gradients during training. Common methods include random initialization and Xavier/Glorot initialization. |
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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?