/Google-Vertex-Custom-Prediction-Routines

General examples for using Vertex AI

Primary LanguageJupyter Notebook

Vertex Custom Models

This notebook is to show how to utilize Sklearn with Pandas on GCP - Custom Prediction Routine to get .predict_proba()

Topics covered

  • Training sklearn locally, deploying to endpoint
  • Building and testing a local Custom Prediction Routine container
  • Saving data as CSV and doing batch predict from GCS
  • Loading data to BQ, using BQ magics
  • Running a batch prediction from BQ to BQ