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What is a key consideration when deploying a model in a cloud environment?
What is a key consideration when deploying a model in a cloud environment?
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Practice Questions
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Q1
What is a key consideration when deploying a model in a cloud environment?
Data privacy regulations
Model training time
Feature selection
Hyperparameter tuning
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Data privacy regulations are crucial when deploying models in the cloud, as sensitive data may be involved.
Questions & Step-by-step Solutions
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Q: What is a key consideration when deploying a model in a cloud environment?
Solution:
Data privacy regulations are crucial when deploying models in the cloud, as sensitive data may be involved.
Steps: 5
Show Steps
Step 1: Understand that when you deploy a model in the cloud, it may handle sensitive data.
Step 2: Learn about data privacy regulations, which are laws that protect personal information.
Step 3: Identify which regulations apply to your data, such as GDPR or HIPAA.
Step 4: Ensure that your cloud provider complies with these regulations to protect the data.
Step 5: Implement security measures to safeguard sensitive data during processing and storage.
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