22.7 - Machine Learning and Artificial Intelligence in Autonomous Geotechnics
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Practice Questions
Test your understanding with targeted questions
What is predictive maintenance?
💡 Hint: Think of it like a doctor's checkup before issues arise.
Can you name one type of machine learning?
💡 Hint: Consider if labels are provided during training.
4 more questions available
Interactive Quizzes
Quick quizzes to reinforce your learning
What does predictive maintenance seek to do?
💡 Hint: Think about its purpose in maintenance strategy.
Is reinforcement learning simply a type of unsupervised learning?
💡 Hint: Recall how reinforcement learning is different.
2 more questions available
Challenge Problems
Push your limits with advanced challenges
Consider a construction site utilizing various drilling machines. Given your knowledge of predictive maintenance, how would you set up a monitoring system to ensure all equipment is operating efficiently?
💡 Hint: Remember to think about the types of data that would indicate a need for maintenance.
During a geotechnical investigation, you find discrepancies in subsurface soil classification results produced by different AI models. How would you evaluate and decide which model to trust?
💡 Hint: Consider the importance of both data quality and model testing.
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