~/talk

Fuel your custom models on the Cloud AI Platform

Talkat Google I/O 2021 · 2021-05-18..05-20· [machine-learning]
slides:none on file

Builds and deploys a TensorFlow regression model on Vertex AI from a Kaggle dataset of late 1970s and early 1980s cars using a custom container and notebook workflow. Training jobs run on the platform (demo job takes about 10–15 minutes) and the deployed REST endpoint returns predictions (example shown as ~16 mpg prediction). Codelab and source code are provided and the demo shows both training and serving end to end.

AI-written summary · about

  1. 0:00Introduction
  2. 0:27Dataset
  3. 0:41Notebook
  4. 1:02Training
  5. 1:31Results
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