Ethical Considerations In Machine Learning Projects

The first topic to mention is AI governance. The governance aspects of data science and AI include the regulation, ethical guidelines, and best practices that are being developed to ensure that these technologies are used in an ethical and responsible manner. Governance is a high level term and contains all the following topics, and more. The exact definition can be different across organizations and institutions. Large companies often use a framework to define all the aspects of AI governance. Here is an example from Meta.