How can I ensure data privacy in cloud-based machine learning?
To ensure data privacy in cloud-based ML, consider using encryption, access controls, and anonymization techniques.
What are the best practices for data encryption?
Best practices include using strong encryption algorithms, managing keys securely, and encrypting data both at rest and in transit.
Are there specific regulations I should be aware of?
Yes, regulations like GDPR and HIPAA impose strict guidelines on data privacy that you should comply with.
How can I monitor data access in the cloud?
You can use cloud service provider tools to set up logging and monitoring for data access and usage.
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