~/talk

Bringing AI to Your Data

Talkat DSC Europe 23 · 2023-11-20..11-24· [machine-learning, large-language-models]
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Google Cloud demonstrates concrete paths to production: TPU v5 hardware claims 4x performance, Vertex AI combines Vertex AI Search and Vertex AI Conversation for chat and search over company PDFs and web pages, and a Devo Team accelerator promises to put ML in production in less than two weeks versus a typical five‑week timeline. Model Garden hosts over 100 models, model tuning works with as few as 100 samples, and Duet/Document/Contact Center AI appear in preview with grounding, safety filters and provenance links.

AI-written summary · about

  1. 0:00Introduction
  2. 3:24Vertex AI lifecycle
  3. 8:24Generative AI infrastructure
  4. 12:43Vertex AI Search & Conversation
  5. 17:04Generative AI use cases
  6. 21:01AI models & customization
  7. 25:02Grounding for accuracy
  8. 26:27Duet AI interactions
  9. 28:55Free resources & learning
  10. 30:22Google Cloud leads in AI
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