Master RAG: Ultimate Retrieval-Augmented Generation Course

Learn RAG for LLMs and Advanced Retrieval Techniques | LangChain and Embeddings | Multi-Agent RAG | RAG Pipelines
4.07 (346 reviews)
Udemy
platform
English
language
Other
category
instructor
Master RAG: Ultimate Retrieval-Augmented Generation Course
3 593
students
5 hours
content
Dec 2024
last update
$19.99
regular price

Why take this course?

🌟 Master RAG: Ultimate Retrieval-Augmented Generation Course 🌟

Welcome to Your AI Journey! 🚀

🚀 What You'll Learn 🚀

👩‍💻 Who is This Course For? 👨‍🔬

🎓 Course Structure 🎓

  1. Introduction to RAG Systems: Get started with the fundamentals of RAG architecture and understand how it fits into the broader AI landscape.
  2. LLM Integration: Learn how to integrate LLMs into your applications, leveraging their capabilities for natural language understanding and generation.
  3. Optimizing RAG Pipelines: Discover techniques to optimize and scale your RAG pipelines for performance and reliability.
  4. Document Transformers & Chunking Strategies: Master the art of text division and document embedding, ensuring your applications can handle large datasets efficiently.
  5. Debugging with LangSmith: Learn how to monitor, debug, and test your RAG applications using LangSmith, guaranteeing a robust and error-free system.
  6. Advanced RAG Techniques: Explore advanced RAG techniques, including processing unstructured data and utilizing GPT-4 Vision for image description tasks.
  7. Capstone Project: Apply your newfound skills to a real-world project, demonstrating your ability to build and manage a fully functional retrieval-based application using LLMs.

🛠️ Bonus Materials 🛠️

  • Assessment Questions: To test your knowledge and ensure you're on track with the material.
  • Downloadable Resources: Get access to additional materials to complement your learning experience.
  • Interactive Playgrounds (Google Colab): Experiment with code in real-time, bringing theoretical concepts to life!

Join us on this exciting journey into the world of RAG systems and emerge as a proficient developer ready to tackle the challenges of tomorrow. 🚀💫

Course Gallery

Master RAG: Ultimate Retrieval-Augmented Generation Course – Screenshot 1
Screenshot 1Master RAG: Ultimate Retrieval-Augmented Generation Course
Master RAG: Ultimate Retrieval-Augmented Generation Course – Screenshot 2
Screenshot 2Master RAG: Ultimate Retrieval-Augmented Generation Course
Master RAG: Ultimate Retrieval-Augmented Generation Course – Screenshot 3
Screenshot 3Master RAG: Ultimate Retrieval-Augmented Generation Course
Master RAG: Ultimate Retrieval-Augmented Generation Course – Screenshot 4
Screenshot 4Master RAG: Ultimate Retrieval-Augmented Generation Course

Loading charts...

6041686
udemy ID
25/06/2024
course created date
16/07/2024
course indexed date
Bot
course submited by