The AI Engineering Bootcamp
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Session 1 Introduction and Vibe Check (95:42)
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Session 2 Embeddings, Retrieval Augmented Generation (RAG) (88:41)
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Session 3 End-to-End RAG Deployment and 2025 Industry Use Cases (62:51)
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Session 4 RAG and Evaluation with LangChain & LangSmith (62:37)
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Session 5 Agents and Evaluation with LangGraph & LangSmith (67:10)
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Session 6 Multi-Agent Applications with LangGraph (66:03)
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Session 7 Synthetic Data Generation for Evaluation (63:34)
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Session 8 RAG Evaluation and Assessment (67:27)
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Session 9 Fine-Tuning Embeddings or Domain-Adapted Retrieval (70:29)
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Session 10 Fine-Tuning LLMs & Reasoning Models (73:01)
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Session 11 Midterm (81:11)
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Session 12 AIM Games + Pitches (111:37)
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Session 13 Advanced Retrieval Methods for RAG (64:04)
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Session 14 Advanced Agents and Reasoning (76:23)
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Session 15 Intro to Production and Open-Source Endpoints (64:02)
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Session 16 Deploying and Operating RAG in Production (67:25)
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Session 17 On-Prem Agents (70:42)
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Session 18 Inference, Serving, and GPU Optimization (80:10)
