Foundations of Retrieval Augmented Generation (RAG) Systems

edX MOOC / Non-credit USD 30

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Foundations of Retrieval Augmented Generation (RAG) Systems

About this course

Learn the foundations of Retrieval-Augmented Generation (RAG) systems, including text representations, vector databases, semantic retrieval, and pipeline design. Build an understanding of how retrieval can improve generated responses and reduce hallucinations.

What you'll learn

understand text representations
explore vector databases
learn about semantic retrieval techniques
design effective pipelines for RAG systems
reduce generation inaccuracies in responses

Skills you'll gain

artificial intelligence machine learning data processing rag systems vector databases response generation hallucinations semantic retrieval pipeline design text representation

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