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Master RAG: Retrieval-Augmented Generation Systems [NEW]
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Master RAG: Retrieval-Augmented Generation Systems [NEW]
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Master RAG: Retrieval-Augmented Generation Systems [NEW]
★★★★★
$15.00 in stock
Udemy.com
as of November 3, 2025 11:28 pm
Unlock the Power of AI with the RAG Triad: Advanced Techniques in Information Retrieval, Response Generation with RAG
Created by:
Paulo Dichone | Software Engineer, AWS Cloud Practitioner & Instructor
Android, Flutter, AWS, Best Selling Instructor
Android, Flutter, AWS, Best Selling Instructor
Rating:4.49 (340reviews)
2625students enrolled
What Will I 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.
Requirements
- Basic Understanding of AI and NLP Concepts: Familiarity with foundational AI and NLP principles.
- Programming Experience: Proficiency in Python, as it will be the primary programming language used.
Target audience
- AI Enthusiasts: Eager to explore advanced AI and NLP techniques.
- Data Scientists: Seeking to enhance their information retrieval skills.
- NLP Professionals: Aiming to master RAG systems for complex queries.
- Tech Innovators: Looking to apply cutting-edge AI in real-world applications.
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