Description
Systematically Improving RAG Applications is a course on improving Retrieval Augmentative Manufacturing (RAG) systems published by Maven Online Academy. Systematically Improving RAG Applications is a comprehensive course that focuses on improving Retrieval Augmentative Manufacturing (RAG) systems through a structured and iterative development process. Intended for developers, data scientists, and AI engineers, this course explores the methods and tools needed to improve the performance, reliability, and user experience of RAG-based applications. The course covers the comprehensive workflow for improving RAG systems, including optimizing document segmentation strategies, fine-tuning vector databases and retrievers, improving rapid engineering, and evaluating response quality using automated metrics and human feedback in the loop.
This course teaches you how to identify common failure points in the retrieval and production phases, use observation tools for monitoring and debugging, and implement continuous evaluation pipelines. Individuals learn how to align generated responses with user intent, experiment with model types, and manage knowledge updates in dynamic data environments to ensure their RAG applications remain accurate, responsive, and reliable.
What you will learn in Systematically Improving RAG Applications:
- Understanding embedding performance through generative evaluations
- Semantic web search with Exa
- Online evaluations and production monitoring
- RAG anti-patterns in nature, and how to fix them
- Natural language search on semi-structured data
- Better RAG through better data
- And…
Course specifications
Publisher: Maven
Instructors: Jason Liu
Language: English
Level: Introductory to Advanced
Number of Lessons: 80
Duration: 55 hours and 52 minutes
Course topics
Systematically Improving RAG Applications Prerequisites
While specific pre-course preparation isn’t mentioned in the conversation, we recommend:
Ensuring you have access to the lecture platform
Reviewing the course schedule to plan which office hours you’ll attend
Having your project requirements in mind if you plan to apply the concepts directly to your work
Pictures
Systematically Improving RAG Applications introduction video
Installation guide
After Extract, watch with your favorite Player.
Subtitle: None
Quality: 1080p
Changes:
Version 2025/8 compared to 2025/5 has increased by 41 lessons and 25 hours and 39 minutes in duration.
Download link
File password (s): www.downloadly.ir
Size
16.8 GB
7 Comments. Leave new
could you please update this course
Hi
Not available
Please include lectures and tutorials for all the the weeks;
Currently there are lectures for just first week; there are six weeks total in original course
and Also there is much duplication in content there;
No need to add the guest lecture since most of them are already available in youtube for free.
Hi
Not available more
Wow thanks so much for course! Maven makes best Ai courses! This intense!
Thank you so much for the course. Can you please more courses from this site. Thank you.
Not available