Deep Learning perguntas e respostas de entrevista
Question: What is the vanishing gradient problem, and how does it affect deep neural networks?Answer: The vanishing gradient problem occurs when gradients become extremely small during backpropagation, leading to negligible weight updates in early layers. This hinders the training of deep networks, as early layers fail to learn meaningful representations. |
Salvar para revisao
Adicione este item aos favoritos, marque-o como dificil ou coloque-o em um conjunto de revisao.
Faca login para salvar favoritos, perguntas dificeis e conjuntos de revisao.
Isto e util? Sim Nao
Mais uteis segundo os usuarios:
- 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?