Artificial Intelligence and Data Analytics (AIDA) Guidebook

The Advanced Technology Academic Research Center (ATARC) and its partners in the Artificial Intelligence and Data Analytics (AIDA) Working Group determined that there was a need for a leadership-accessible reference guide that could outline the utility and use of artificial intelligence (AI) and data analytics, as well as best practices, opportunities for implementation, and potential challenges involved. Their mission was to find answers for how government may implement AI and data analytics as well as achieve the objectives of the May 2012 Digital Government Strategy.

The guidebook covers essential subjects related to AI and data analytics such as Machine Learning Methodology, Privacy and Security, Data Management, Measurements of Effectiveness and Key Performance Indicators (KPIs), Human-machine interaction, Societal Impacts of Artificial Intelligence, Organizational Change Management, and Governance. The value of this document is as a starting point toward understanding the AI and data analytics development process.

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