Introduction

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• Welcome to Responsible AI Start
• Course Objectives and Overview Start

  Why Should We Care?

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• Introduction Start
• 1.1. The Growth of AI Start
• 1.2. The Dilemma Start
• 1.3. Why Measurement is Key Start
• 1.4. Regulation Start
• References Start

  AI 101

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• Introduction Start
• 2.1. The Fundamentals Start
• 2.2. Algorithms and Models Start
• 2.3. AI Programming Languages Start
• 2.4. The Importance of Data Start
• 2.5. The Evolution of AI Start
• 2.6. The AI Life Cycle Start
• References Start

  Ethical Design and Culture

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• Introduction Start
• 3.1. Ethical AI Design Start
• 3.2. Responsible AI Start
• 3.3. The Role of the Cloud Start
• 3.4. A Culture Change is Needed Start
• References Start

  Net-Benefit and Value?

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• Introduction Start
• 4.1. A (Fuller) Response to the Dilemma Start
• 4.2. A Game-Changer Start
• 4.3. Circularity and AI Start
• 4.4. AI and the UN Sustainable Development Goals Start
• References Start

  Measurement and Moving Forward

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• Introduction Start
• 5.1. Measurement of AI's Environmental Impact Start
• 5.2. Measuring Impact on Nature, Biodiversity and Humans Start
• 5.3. Targeted Measurement at Training and Inference Stages Start
• References Start

  Conclusion

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• Review of Course Material Start
• Next Steps in Your AI Journey Start