Practice - What is Domain Adaptation?
Practice Questions
Test your understanding with targeted questions
What is Domain Adaptation?
💡 Hint: Think about what happens if the training and testing data are different.
Name a type of shift that occurs in Domain Adaptation.
💡 Hint: Try to recall the different types of shifts we've discussed.
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Interactive Quizzes
Quick quizzes to reinforce your learning
What is Domain Adaptation?
💡 Hint: Focus on why we need domain adaptation.
True or False: Covariate shift refers to changes in the underlying concept of the data.
💡 Hint: Recall the definitions of different types of shifts.
2 more questions available
Challenge Problems
Push your limits with advanced challenges
Create a scenario where covariate shift occurs in a healthcare application, and explain the measures that could be taken to address it.
💡 Hint: Consider the effects of different patient populations and their demographics.
Discuss the potential implications of label shift in a model that predicts customer churn based on past data, and how you might detect this shift.
💡 Hint: Think about how changes in business policies might affect churn rates.
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Reference links
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