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GenAI Essentials: A roadmap to inclusive LLMs
GenAI Essentials: Welcome and Opener
Welcome! Learning goals, copyright, trigger concerns, and referral codes (13:30)
What is Generative AI?
Generative AI 101 & PDF (16:28)
Under the hood: neural networks (15:31)
Training a neural network (11:16)
Visualizing GenAI bias through image generators
Visualizing Bias & PDF (19:33)
Module Quiz (3 questions)
ChatGPT as a case
What goes in (training data and the blocklist) & PDF (19:56)
What happens inside (tokens, vectors, embeddings) - Part 1 (21:27)
What happens inside (the transformer model!) - Part 2 (13:31)
What comes out (dig into the details) (15:00)
Module quiz (10 questions)
Content Moderation: Needed for Safety but Introduces New Challenges
Content moderation basics & PDF (21:55)
Content moderation on social media (17:42)
Module quiz (10 questions)
GenAI Essentials: Closer
Rapid review, congratulations, and link to review/referral codes (9:11)
Optional: Please leave me a review and let me know what I did well and how I can improve!
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What goes in (training data and the blocklist) & PDF
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