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In the context of preparing a dataset for machine learning analysis while ensuring compliance with global privacy regulations such as GDPR and CCPA, what is the main goal of data anonymization? Choose the best option.
A
To significantly increase the processing speed of the dataset by removing unnecessary data.
B
To guarantee that the dataset meets all requirements of every international data protection law without further adjustments.
C
To protect the dataset from unauthorized access by implementing advanced encryption techniques.
D
To protect individuals' privacy by removing or altering personally identifiable information (PII) from the dataset, enabling its use without compromising privacy.
