Which of the following is NOT a deployment strategy?

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Question: Which of the following is NOT a deployment strategy?

Options:

Correct Answer: Data augmentation

Solution:

Data augmentation is a technique used during model training to increase the diversity of the training dataset, not a deployment strategy.

Which of the following is NOT a deployment strategy?

Which of the following is NOT a deployment strategy?

Step 1: Understand what a deployment strategy is. A deployment strategy is a method used to release a model into production.
Step 2: Identify common deployment strategies. Examples include blue-green deployment, canary deployment, and rolling updates.
Step 3: Recognize what data augmentation is. Data augmentation is a technique used to enhance the training dataset by creating variations of the data.
Step 4: Compare data augmentation with deployment strategies. Since data augmentation is used during training and not for deploying a model, it is not a deployment strategy.
Step 5: Conclude that data augmentation is the correct answer to the question.

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