Course Outline

Introduction to Artificial Intelligence for Government

  • What is Artificial Intelligence?
  • Key milestones in AI development for government applications
  • Distinguishing between AI, Machine Learning, and Deep Learning
  • Types of AI: Narrow AI, General AI, and Superintelligent AI in public sector contexts

Fundamental AI Concepts for Government

  • Data, Algorithms, and Models: Foundations for government use
  • Machine Learning fundamentals: Supervised, Unsupervised, and Reinforcement Learning in government operations
  • Neural networks and Deep Learning basics for public sector applications
  • Natural Language Processing (NLP) overview for government communication and analysis

AI Applications in the Real World for Government

  • AI in healthcare, finance, retail, and transportation for government agencies
  • Intelligent virtual assistants and chatbots for public services
  • AI in business analytics and decision-making for government operations

Preparing Data for AI in Government

  • Data quality and preprocessing for government datasets
  • Structured vs. unstructured data in government contexts
  • Data ethics and biases in public sector applications
  • Data collection and labeling methods for government use

AI Ethics and Governance for Government

  • Ethical concerns in AI development for government agencies
  • Bias in AI models and algorithms in public sector applications
  • Regulatory frameworks and governance in AI for government
  • AI accountability and transparency in public sector operations

AI Tools and Technologies for Government

  • Overview of popular AI frameworks for government use
  • Introduction to AI platforms (Google AI, Microsoft Azure, IBM Watson) for government agencies
  • Basics of automation and RPA (Robotic Process Automation) in public sector operations

AI Risks, Security, and Challenges for Government

  • Security challenges in AI systems for government applications
  • Risks of over-reliance on AI in public sector decision-making
  • Socioeconomic impact of AI adoption in government services
  • AI model performance issues and monitoring for government operations

BCS Exam Preparation and Practice for Government Professionals

  • BCS exam format and structure for government candidates
  • Sample questions and practice quizzes for government professionals
  • Key areas to focus on for the exam in a government context
  • Final preparation tips and strategies for government personnel

Summary and Next Steps for Government AI Initiatives

Requirements

  • No prerequisites required for government participation

Audience

  • IT professionals for government
  • Business analysts
  • Project managers
 7 Hours

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