Compliance
Compliance refers to the adherence of an organization to the laws, regulations, and standards set by the government and industry bodies. In the context of data science and artificial intelligence, compliance is crucial to ensure that the data being used is collected, processed, and stored in a legal and ethical manner. This includes compliance with data protection laws such as GDPR and CCPA, as well as industry-specific regulations such as HIPAA for healthcare data. Compliance also involves ensuring that the algorithms and models used in AI systems are transparent, explainable, and free from bias or discrimination. This is particularly important in sensitive areas such as finance, healthcare, and criminal justice, where the decisions made by AI systems can have a significant impact on people's lives.
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