Foundations of Generative AI

Learn how chatbots and large-language models work behind the scenes!

Lesson Name
Progress
1. Introduction to Generative AIIntroduction to Generative AI
2. Input & Training DataInput & Training Data
3. Bias in the MachineBias in the Machine
4. Understanding EmbeddingsUnderstanding Embeddings
5. Embeddings: How They're CreatedEmbeddings: How They're Created
6. Understanding Neural NetworksUnderstanding Neural Networks
7. Neural Networks: How They're TrainedNeural Networks: How They're Trained
8. Attention Is All You NeedAttention Is All You Need
9. Outputs & ProbabilitiesOutputs & Probabilities
10. Hallucinations and FabricationsHallucinations and Fabrications
11. Project: Demystifying Generative AIProject: Demystifying Generative AI
Lesson Resources
Lesson Resources
Lesson Resources
Lesson Resources
Lesson Resources
Lesson Resources
Lesson Resources
Lesson Resources
Lesson Resources
Lesson Resources
Lesson Resources
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Unplugged
Lesson Extras
Online
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