DLAI Logo
AI is the new electricity and will transform and improve nearly all areas of human lives.

Welcome back!

We'd like to know you better so we can create more relevant courses. What do you do for work?

DLAI Logo
  • Explore Courses
  • Community
    • Forum
    • Events
    • Ambassadors
    • Ambassador Spotlight
  • My Learnings
DLAI Logo

Kithuni Wickramasinghe, congratulations on completing Preprocessing Unstructured Data for LLM Applications!

Preprocessing Unstructured Data for LLM Applications
Short Course

Preprocessing Unstructured Data for LLM Applications

Improve your RAG system to retrieve diverse data types. Learn to extract and normalize content from a wide variety of document types, such as PDFs, PowerPoints, and HTML files.

Computer VisionDocument ProcessingGenAI ApplicationsRAGVector Databases
  • Unstructured
Unstructured
100% Completed
View Course
  • Introduction
    Video
    ・
    4 mins
  • Overview of LLM Data Preprocessing
    Video
    ・
    3 mins
  • Normalizing the Content
    Video with Code Example
    ・
    14 mins
  • Metadata Extraction and Chunking
    Video with Code Example
    ・
    21 mins
  • Preprocessing PDFs and Images
    Video with Code Example
    ・
    10 mins
  • Extracting Tables
    Video with Code Example
    ・
    8 mins
  • Build Your Own RAG Bot
    Video with Code Example
    ・
    9 mins
  • Conclusion
    Video
    ・
    1 min
  • Appendix - Tips and Help
    Code Example
    ・
    1 min