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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What does RMSprop stand for?
💡 Hint: Think about the components of the optimizer's name.
Question 2
Easy
What problem does RMSprop address?
💡 Hint: Consider the challenges faced during deep learning.
Practice 4 more questions and get performance evaluation
Interactive Quizzes
Engage in quick quizzes to reinforce what you've learned and check your comprehension.
Question 1
What does RMSprop stand for?
- Root Mean Square Propagation
- Random Mean Square Propagation
- Reversed Mean Squared Propagation
💡 Hint: Consider the name of the optimizer and its components.
Question 2
True or False: RMSprop helps mitigate the problem of vanishing gradients.
- True
- False
💡 Hint: Think about what RMSprop aims to improve in the training process.
Solve 1 more question and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Evaluate scenarios where RMSprop outperforms SGD and discuss why that is.
💡 Hint: Consider the effects of having different rates for different gradients.
Question 2
Discuss the impact of choosing a poor learning rate with RMSprop and its potential repercussions.
💡 Hint: Think about the behavior of networks trained with extreme learning rates.
Challenge and get performance evaluation