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freeCodeCamp

The Ethics of AI & Machine Learning [Full Course]

via freeCodeCamp

Overview

Explore the complex world of AI ethics in this comprehensive 90-minute course. Delve into the foundations of artificial intelligence, its applications, and the ethical considerations shaping this transformative field. Learn about neural networks, datasets, and the limitations of AI systems. Engage with thought-provoking experiments and discussions on AI risk, the singularity, and the impact of AI on healthcare, education, finance, and employment. Examine the role of policy in shaping the future of ethical AI development. Gain insights from guest speakers and access additional resources to deepen your understanding of this critical subject.

Syllabus

✨ Opening Remarks
Intro to AI Ethics
Basics of AI/ML
Neural Networks
Datasets
⬛ Limitations of AI & Black Boxes
⚖️ Intro to Ethics
Thought Experiments
☣️ The Singularity and AI Risk
AI in Healthcare
✏️ AI in Education
AI in Finance
AI in Employment
AI and Policy
Future of Ethical AI

Taught by

freeCodeCamp.org

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