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Matching courses
advancedTechnical AI
Retrieval Quality Lab: Chunking, Reranking, EvaluationA hands-on workshop for data analysts who already know embeddings and vector search, teaching them to build, measure and improve a retrieval pipeline.
intermediateTechnical AI
RAG Over Your Own DocumentsA hands-on course for data analysts who already call LLM APIs and understand embeddings conceptually.
Matching modules
11 modules- Module 2LLM Evaluation (Evals): Building Rigorous Testing Pipelinesin LLM Guardrails, Evals and Agentic Memory · 4 lessonsai-for-engineersai-for-data-analystscontext-ragai-evalsquickintermediate
- 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
- Module 1Start Herein Retrieval Quality Lab: Chunking, Reranking, Evaluation · 1 lessonai-for-data-analystscontext-ragworkshopadvanced
- Module 2Chunking Strategies for Retrievalin Retrieval Quality Lab: Chunking, Reranking, Evaluation · 4 lessonsai-for-data-analystscontext-ragworkshopadvanced
- Module 3Reranking with Cross-Encodersin Retrieval Quality Lab: Chunking, Reranking, Evaluation · 4 lessonsai-for-data-analystscontext-ragworkshopadvanced
- Module 4Evaluation, Tuning and Reportingin Retrieval Quality Lab: Chunking, Reranking, Evaluation · 6 lessonsai-for-data-analystscontext-ragworkshopadvanced