Deep Learning Medium Quiz 4

Which of the following is NOT a type of activation function commonly used in deep learning?

Which of the following statements best describes the purpose of an LSTM (Long Short-Term Memory) unit in a neural network?

Convolutional Neural Networks (CNNs) are well-suited for handling sequential data like time series.

Which of the following techniques can be used to reduce overfitting in a deep learning model?

In deep reinforcement learning, what is the purpose of the reward function?

Which of the following optimizers adjusts the learning rate based on previous updates?

Which of the following is a primary benefit of using batch normalization in a deep learning model?

Gradient clipping is a technique used to prevent the exploding gradient problem during training deep networks.

In deep learning, the vanishing gradient problem occurs when the weights in a neural network grow too large, causing numerical instability.

In transfer learning, which part of the pre-trained model is typically fine-tuned for a new task?