How can I ensure data privacy in machine learning?

How can I ensure data privacy in machine learning?

To ensure data privacy in machine learning, you can implement techniques like data anonymization, encryption, and differential privacy.

What is data anonymization and how does it work?

Data anonymization is the process of removing personally identifiable information from datasets, making it impossible to trace back to individuals.

Are there any legal regulations I should be aware of?

Yes, regulations like GDPR and CCPA set strict guidelines on data privacy and protection that you must comply with.

What are some best practices for handling sensitive data?

Best practices include limiting data access, using secure storage solutions, and regularly auditing your data handling processes.