Unit 1: How AI Systems Work
Resources: How AI Systems Work
Resources (2 hrs 10 mins)
- The AI Triad and What It Means for National Security Strategy
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- How Does AI Learn? A Beginner’s Guide with Examples
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- Large Language Models explained briefly
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- Intro to Large Language Models
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- Visualizing the deep learning revolution
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Optional Resources
- But What Is a Neural Network?
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- Gradient descent, how neural networks learn
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- Compute Trends Across Three Eras of Machine Learning
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- But what is a GPT? Visual intro to transformers
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- A short introduction to Machine Learning
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- What’s the Difference Between Artificial Intelligence, Machine Learning, and Deep Learning
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- What is self-supervised learning?
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- Nvidia: The chip maker that became an AI superpower
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