Introduction to Retrieval-Augmented Generation (RAG)
Unlock AI’s full potential with Retrieval-Augmented Generation! Learn to combine retrieval and generation techniques to create smarter, context-aware AI systems for real-world challenges.
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Brijesh Kohli
Academy Advisor
What will you learn?
This course unpacks the innovative world of Retrieval-Augmented Generation (RAG). You will explore how RAG fuses retrieval-based methods with generative AI to produce more accurate, context-aware outputs. The training covers hands-on techniques for building and deploying RAG systems, improving the relevance of responses, and optimizing AI performance for diverse applications. From foundational concepts to advanced implementations, this course ensures you have the tools to make RAG work in any industry.
Key takeaways
- Understand retrieval and generation fusion
- Build and deploy RAG systems
- Improve AI accuracy and relevance
- Explore practical RAG applications
- Gain hands-on implementation experience
Program
- What is RAG: Discover the fundamentals of retrieval-augmented generation.
- Benefits of RAG: Learn how RAG enhances AI accuracy and contextual responses.
- Building RAG Models: Get practical experience with RAG implementation techniques.
- RAG Use Cases: Explore industry applications of RAG systems.
- Deploying RAG Systems: Learn the steps to take RAG models to production.
Who is it for?
This course is designed for AI developers, data scientists, and tech enthusiasts who want to create smarter, context-rich AI systems. It is ideal for professionals solving real-world challenges with AI.
Requirements
Basic knowledge of the topic is beneficial.
Why should I do this training?
Master RAG fundamentals
Understand and apply cutting-edge techniques
Learn practical deployment
Take RAG systems from idea to implementation
Boost AI skills
Build context-aware, accurate AI solutions
What does it look like?
What else
should I know?
After registering, you will receive a confirmation email with practical information.
See you soon!
Course information
Includes detailed RAG system demos
Practical exercises for hands-on learning
Certificate of completion awarded
Access to course materials after training
Industry-relevant tools and techniques taught
Support available during and after the course
