Maven – Systematically Improving RAG Applications 2025-8
Maven – Systematically Improving RAG Applications 2025-8 Downloadly IRSpace
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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
Size
16.8 GB
