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Learner Reviews & Feedback for Advanced RAG with Vector Databases and Retrievers by IBM

4.7

stars

67 ratings

About the Course

Ready to boost your AI career by mastering next-level retrieval techniques for intelligent search and summarization? This hands-on course takes you deep into the world of Retrieval-Augmented Generation (RAG), advanced retrievers, and vector databases such as FAISS and Chroma DB. You'll gain the cutting-edge skills businesses need to design and build scalable, high-performance RAG applications that drive smarter search and response capabilities. During the course, you'll learn how to differentiate retrieval patterns, implement similarity search using FAISS, and integrate LangChain with modern UI frameworks such as Gradio. Then, in practical labs and guided projects, you'll get hands-on experience building an end-to-end AI application that retrieves, summarizes, and answers questions in real time. From multi-query and parent document retrievers to semantic vector search and evaluation, this course will give you the skills to improve internal search engines, chatbot accuracy, and content recommendation systems. Enroll today and enhance your portfolio with hands-on experience building AI that understands context—and delivers results....

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1 - 7 of 7 Reviews for Advanced RAG with Vector Databases and Retrievers

By Christos V

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Mar 26, 2026

Excellent course! A note: some notebooks need a review because some libraries need updated versions. Not a blocker; someone with sufficient knowledge can overcome it, but I can imagine being a blocker for someone who is new and doesn't have enough experience (e.g., with Python, library management, etc.).

By Manjula K

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Mar 14, 2026

Its a wonderful course I got so far. I completed this and got good grasp in advanced vector DBs and finally ended with good profile of Gen AI Engineer lead role. Must watch.

By Filip P

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Mar 30, 2026

Great course. All lab examples very well prepared and fully functional.

By prateek k g

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Oct 5, 2025

one of awesome course I enrolled

By Cristian P

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May 5, 2026

Excelente curso.

By Jannes K

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May 14, 2026

I would say the course and especially the readings and questions are mainly AI generated. The topics are clearly layed out, but the questions are just randomly associated with those topics and do not contribute to any understanding.

By OM S

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Sep 21, 2025

WORST TEACHINGS HERE, NOT PROPERLY TAUGHT. EXPECTED MUCH BETTER .... I WANTED TO DOWNLOAD ALL THE PDF AND PPT SLIDES SHOWN IN THE VIDEOS. FOR SOME REASON I DONT FIND ANY ??? REALLY WORST TEACHERS HERE , THEY DONT PROVIDE PDF FILES FOR THE PRESENTATION. I WILL NOT RECOMMEND THIS COURSE TO ANYONE