Generative AI & LLM Engineering
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Week 1: How LLMs work
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Tokens, embeddings, context windows
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Using OpenAI API
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Week 2: Building chatbots with memory
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Vector databases and retrieval
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RAG (Retrieval Augmented Generation)
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Week 3: Fine-tuning concepts
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Guardrails and safety
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Multi-modal AI apps
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Week 4: Deploying AI apps
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Cost optimization
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Capstone: build a domain chatbot