Practice - Learning Rate
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Practice Questions
Test your understanding with targeted questions
What is a learning rate?
💡 Hint: Think about how quickly your cooking recipe differs with each step.
What might happen if the learning rate is too high?
💡 Hint: Consider a car speeding past a stop sign.
4 more questions available
Interactive Quizzes
Quick quizzes to reinforce your learning
What is the role of learning rate in training neural networks?
💡 Hint: Think about how much to adjust a recipe following a mistake.
If the learning rate is too low, training will:
💡 Hint: Consider how slow a turtle moves.
1 more question available
Challenge Problems
Push your limits with advanced challenges
Given a situation where your model diverged due to a high learning rate, outline steps you would take to diagnose and resolve the issue.
💡 Hint: Focus on methods that help stabilize training.
In a practical scenario, how would you determine the optimal learning rate for your neural network?
💡 Hint: Imagine a speed test, gradually pushing limits.
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Reference links
Supplementary resources to enhance your learning experience.