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Question: In the context of gaming, how are neural networks utilized?Options: Game designPlayer beha..
Question: What role do neural networks play in financial forecasting?Options: Creating user interfac..
Question: Which application of neural networks is used in autonomous vehicles?Options: Route optimiz..
Question: What is the purpose of batch normalization in neural networks?Options: To increase the num..
Question: What is the role of the loss function in a neural network?Options: To measure the accuracy..
Question: Which optimization algorithm is commonly used to minimize the loss function in neural netw..
Question: In the context of neural networks, what does \'epoch\' refer to?Options: A single pass thr..
Question: In which scenario would you prefer using a serverless architecture for model deployment?Op..
Question: What is the significance of containerization in model deployment?Options: It improves mode..
Question: What is the purpose of A/B testing in the context of model deployment?Options: To compare ..
Question: Which of the following is NOT a common deployment strategy?Options: Blue-Green deploymentC..
Question: Which cloud service is often used for deploying machine learning models?Options: Google Cl..
Question: In the context of model deployment, what does \'scalability\' refer to?Options: The abilit..
Question: Which of the following is NOT a deployment strategy for machine learning models?Options: B..
Question: Which evaluation metric is commonly used for regression models during deployment?Options: ..
Question: What is the significance of \'feature store\' in model deployment?Options: To store raw mo..
Question: Which metric is commonly used to evaluate the performance of a deployed classification mod..
Question: Which of the following best describes \'shadow deployment\'?Options: Deploying a model alo..
Question: What is a potential risk of deploying a machine learning model without proper validation?O..
Question: What is the role of monitoring in model deployment?Options: To ensure the model is trained..
Question: In a case study, which metric is often used to evaluate the success of a deployed model?Op..
Question: What is a key consideration when deploying a machine learning model in a cloud environment..
Question: Which deployment strategy involves gradually rolling out a model to a subset of users?Opti..
Question: What is a potential challenge when deploying machine learning models?Options: Overfitting ..
Question: What is the role of an API in model deployment?Options: To train the modelTo provide a use..
Question: What is the significance of feature engineering in the context of model deployment?Options..
Question: Which evaluation metric is commonly used to assess the performance of a deployed classific..
Question: What is the purpose of a model monitoring system post-deployment?Options: To retrain the m..
Question: What does A/B testing in model deployment help to determine?Options: The best hyperparamet..
Question: What is a key consideration when deploying a model in a cloud environment?Options: Data pr..
