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Congratulations on finishing this short course. Just to summarize, you learned how to use Vertex AI to compute text embeddings, saw how they work, and how a transformer neural network can be trained to output text embeddings, and also saw some cool visualizations of them. You also got to check out some neat applications like clustering, classification, and anomaly detection, and put embeddings together with text generation to build a question answering system. And did someone fix some cookies like that's an outlier, and Lizzie, I hope you take what you learned and build some really cool applications. Nikita and I both look forward to seeing what you build with text embeddings.
course detail
Next Lesson
Understanding and Applying Text Embeddings
  • Introduction
    Video
    ・
    2 mins
  • Getting Started With Text Embeddings
    Video with Code Example
    ・
    12 mins
  • Understanding Text Embeddings
    Video
    ・
    8 mins
  • Visualizing Embeddings
    Video with Code Example
    ・
    9 mins
  • Applications of Embeddings
    Video with Code Example
    ・
    16 mins
  • Text Generation with Vertex AI
    Video with Code Example
    ・
    15 mins
  • Building a Q&A System Using Semantic Search
    Video with Code Example
    ・
    19 mins
  • Optional - Google Cloud Setup
    Code Example
    ・
    1 min
  • Conclusion
    Video
    ・
    1 min
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