Deep Learning Techniques Quiz

What you'll be asked

1. Which type of neural network architecture is most commonly used for processing sequential data like text or time-series?
2. When training a deep learning model on Azure Machine Learning, what is the primary purpose of using 'early stopping'?
3. In the context of computer vision tasks on Azure, why would you prefer Transfer Learning over training a model from scratch?
4. You are deploying a deep learning model on Azure that requires high-throughput inference for real-time video analysis. Which compute target is most appropriate?
5. During the training of a deep neural network, you observe the 'Vanishing Gradient' problem. Which action is most likely to mitigate this issue?

Answers and explanations come after you submit.