Machine Learning Advanced Quiz 1

1. Which optimization algorithm is commonly used to train deep neural networks?

2. What does the "vanishing gradient" problem refer to in deep learning?

3. Which of the following is a generative model?

4. What is the main purpose of batch normalization?

5. Which method is used to interpret black-box models?

6. Which of the following is true about the ReLU activation function?

7. Which technique helps address class imbalance in deep learning?

8. What is the main idea behind transfer learning?

9. Which metric is commonly used for evaluating clustering quality?

10. What is the main difference between LSTM and GRU cells?