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intermediateTechnical AI
RAG Over Your Own DocumentsA hands-on course for data analysts who already call LLM APIs and understand embeddings conceptually.
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6 modules- Module 1Start Herein RAG Over Your Own Documents · 1 lessonai-for-data-analystscontext-ragstandardintermediate
- Module 2Foundations of RAGin RAG Over Your Own Documents · 4 lessonsai-for-data-analystscontext-ragstandardintermediate
- Module 3Building the Ingestion Pipelinein RAG Over Your Own Documents · 4 lessonsai-for-data-analystscontext-ragstandardintermediate
- Module 4Vector Storage and Retrievalin RAG Over Your Own Documents · 4 lessonsai-for-data-analystscontext-ragstandardintermediate
- Module 5Generation and Prompt Assemblyin RAG Over Your Own Documents · 4 lessonsai-for-data-analystscontext-ragstandardintermediate
- Module 6Evaluation and Debuggingin RAG Over Your Own Documents · 5 lessonsai-for-data-analystscontext-ragstandardintermediate