Vertex AI Workbench with Terraform: Your ML...

Vertex AI Workbench is the JupyterLab IDE for ML on GCP - pre-installed ML frameworks, Vertex AI integration, and GPU support out of the box. Here's how to provision instances with Terraform including networking, IAM, auto-shutdown, and custom containers. In Series 1-3, we worked with managed AI services - Vertex AI for models, RAG Engine for retrieval, ADK for agents. Series 5 shifts to custom ML - training your own models, deploying endpoints, managing features, and building ML pipelines. It s