Launching Advanced RAG Course | 45+ hrs Deep Dive | CampusX
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Описание видео
This video introduces the Advanced RAG course—a complete, practical guide to building real-world Retrieval-Augmented Generation systems. Most tutorials teach basic RAG. But building production-ready RAG systems is much harder. This course focuses on that gap.
You’ll learn:
RAG fundamentals, architecture, and data flow
Embeddings, vector databases, and retrieval systems
Advanced retrieval techniques and RAG patterns
Agentic RAG and real-world system design
Evaluation of RAG pipelines using tools like RAGAS
Deployment and production best practices
Himanshu's Masterclass: https://www.youtube.com/watch?v=LGqaSsSLz68&t=6s
Advanced RAG curriculum: https://docs.google.com/document/d/1v0Vz5JLbhE0Cqt2GWCY3xD8ZARym5m-A/edit?usp=sharing&ouid=107792059256985929528&rtpof=true&sd=true
Discount Offer: https://learnwith.campusx.in/courses/Advanced-RAG-69d8037290a183fe36833265
Enrolment Outside India: https://docs.google.com/document/d/1ONiDCTcr-14KfknQeGwFd2_gqCh-yL1PXpkz1su3vhs/edit?usp=sharing
Queries: support@campusx.in
0:00 - Introduction & Course Announcement
0:28 - Why This Course Was Created
0:52 - Why RAG is Important (LLM Limitations + Use Cases)
1:22 - Problem: Production-Ready RAG is Difficult
2:14 - Course Vision (Complete, Practical Coverage)
2:17 - Who This Course is For (Students + Working Professionals)
2:59 - Course Structure Overview (10 Modules)
3:43 - Curriculum Breakdown (Fundamentals → Advanced Topics)
4:35 - Retrieval Challenges & Why It’s the Hardest Part
5:03 - Advanced Topics (Patterns, Agentic RAG, Evaluation)
5:39 - Capstone Project & Production Guidelines
5:50 - Prerequisites (Python, LLM Basics, LangChain/LangGraph)
6:25 - Deep Dive Topics (RAG vs Fine-Tuning, Data Flow, Chunking)
7:06 - Advanced Concepts (Embeddings, Vector DBs, Retrieval Systems)
8:10 - Advanced Retrieval & RAG Patterns
9:02 - Evaluation of RAG Systems (RAGAS, Metrics)
9:44 - Final Project & Production Practices
10:41 - Course Creator & Teaching Approach
11:32 - Pricing & Duration (45 Hours Course)
12:32 - How to Enroll
13:10 - Certificate & Validity (3 Years Access)
13:50 - Who Should Buy This Course
14:30 - Final Thoughts & Call to Action
