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Kamran Asghar, congratulations on completing Embedding Models: from Architecture to Implementation!

Embedding Models: from Architecture to Implementation
Short Course

Embedding Models: from Architecture to Implementation

Learn how to build embedding models and how to create effective semantic retrieval systems.

EmbeddingsSearch and RetrievalVector Databases
  • Vectara
Vectara
100% Completed
View Course
  • Introduction
    Video
    ・
    4 mins
  • Introduction to embedding models
    Video
    ・
    4 mins
  • Contextualized token embeddings
    Video with Code Example
    ・
    10 mins
  • Token vs. sentence embedding
    Video with Code Example
    ・
    10 mins
  • Training a dual encoder
    Video with Code Example
    ・
    13 mins
  • Using embeddings in RAG
    Video with Code Example
    ・
    5 mins
  • Conclusion
    Video
    ・
    2 mins
  • Quiz – Test your knowledge
    Resource
    ・
    1 min
  • Appendix – Tips and Help
    Code Example
    ・
    1 min