AWS Certified AI Practitioner
Validate your understanding of AI, ML, and generative AI concepts on AWS. Ideal for professionals transitioning into AI roles.
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Sample AWS Certified AI Practitioner exam question
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A telecom company is predicting customer churn using 50,000 customer records with a 6% churn rate. The dataset contains a 'monthly_charges' feature with a heavily skewed distribution and a 'contract_type' categorical feature with 4 values (Month-to-month, One year, Two year, Other). Additionally, 12% of rows have a missing 'churn_reason' which is strongly correlated with non-churners (MNAR). Which preprocessing approach best addresses these issues while avoiding common pitfalls?
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