PROFESSIONAL-MACHINE-LEARNING-ENGINEER · Question #344
PROFESSIONAL-MACHINE-LEARNING-ENGINEER Question #344: Real Exam Question with Answer & Explanation
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Question
Your company's business stakeholders want to understand the factors driving customer churn to inform their business strategy. You need to build a customer churn prediction model that prioritizes simple interpretability of your model's results. You need to choose the ML framework and modeling technique that will explain which features led to the prediction. What should you do?
Options
- ABuild a TensorFlow deep neural network (DNN) model, and use SHAP values for feature
- BBuild a PyTorch long short-term memory (LSTM) network, and use attention mechanisms for
- CBuild a logistic regression model in scikit-learn, and interpret the model's output coefficients to
- DBuild a linear regression model in scikit-learn, and interpret the model's standardized coefficients
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