Master Retrieval-Augmented Generation (RAG) Systems [NEW]

July 1, 2024 IT & Software, Udemy CoursesUdemy Coupon

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Master Retrieval-Augmented Generation (RAG) Systems [NEW] Course by Paulo Dichone on Udemy. Unlock the Power of AI with the RAG Triad: Advanced Techniques in Information Retrieval, Response Generation

Udemy Coupon for Master Retrieval-Augmented Generation (RAG) Systems [NEW]. Find Out Other RAG Courses and Tutorials from Udemy Learning with Discount Coupon Codes. Unlock the Power of AI with the RAG Triad: Advanced Techniques in Information Retrieval, Response Generation

Course Description

Unlock the full potential of AI with our comprehensive course on Retrieval-Augmented Generation (RAG) Systems. Dive deep into the powerful RAG Triad and learn how to leverage advanced techniques in information retrieval, response generation, and agent-based architecture. Designed for AI enthusiasts, data scientists, and NLP professionals, this course provides everything you need to build state-of-the-art RAG systems that deliver accurate, contextually relevant, and coherent responses to complex queries.

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What you’ll learn

Understanding the RAG Triad:Grasp the core components: Retriever, Generator, and Fusion Module.
Advanced Retrieval Techniques: Explore sparse and dense retrieval methods, including Dense Passage Retrieval (DPR).
Coherent Response Generation:Generate fluent and contextually appropriate responses based on retrieved documents.
Query Expansion and Re-Ranking Techniques:Improve document relevance through re-ranking strategies.