A collection of example notebooks, scripts and end-to-end example solutions using Google Cloud Vertex AI
- 00-env-setup: terraform scripts to setup a Google Cloud environment to run the code in this repository
- 01-automl-tabular: AutoML - Tabular examples
- 00_setup.ipynb
- 01_intro_sdk.ipynb
- 02_automl_propensity_code.ipynb
- 03_automl_hello_tabular_bank_marketing.ipynb
- 02-bqml: BigQuery ML examples
- 01_bqml_propensity.md
- 02_bqml-feature-engineering-auto.ipynb
- 03_bqml-feature-engineering-advanced.ipynb
- 04_bqml_ga4_gaming_churn.ipynb
- 98-r-examples: R on Google Cloud examples
- dev: work in progress
- docs:
- training_diagram: a visual (original by Mike Hendersen, here)
- generative-ai: GenAI examples
- misc-scripts: a collection of miscellaneous Python and R scripts
A big thank you to the following who have open sourced their code and served as the foundation for this repository:
| Person | Repo |
|---|---|
| Rajesh Thallum | RajeshThallum/vertex-ai-labs |
| Mike Hendersen | statmike/vertex-ai-mlops |
| Fabian Hirschmann | fhirschmann/vertex-ai-r |