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LinkedIn Learning

Understanding AI’s Global Impact: Governance, Equity, and Responsibility

via LinkedIn Learning

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Overview

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Explore AI through the lens of the United Nations—including core concepts, governance, and global fairness for public-sector professionals and staff at international institutions.

Syllabus

Introduction
  • Artificial intelligence: From everyday tasks to global challenges
1. The Basics of AI
  • AI: The basics
  • AI in everyday life
  • A brief history of AI
  • The limitations of AI
2. Critical Perspectives on AI
  • AI accuracy vs. truth
  • Cross-border data flows
  • Bias in AI systems
  • The geography of AI development
  • The global digital divide
  • Synthetic data in AI training
3. AI and the United Nations System
  • AI for Global goals
  • AI governance
  • UN and UNESCO frameworks on AI
4. The Mechanics of AI
  • Types of machine learning
  • Neural networks and data learning
  • Gradient descent and model training
  • Big data and AI
  • Introduction to generative AI
5. Practical Applications of AI
  • Accessible AI tools for beginners
  • AI in everyday apps
  • A real-world AI mini project

Taught by

United Nations University and Microsoft

Reviews

4.8 rating at LinkedIn Learning based on 301 ratings

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