gcp-vertex-ai

What problem does it solve?

This Skill streamlines the process of building, training, deploying, and managing AI/ML models and workflows on Google Cloud's Vertex AI platform.

Core Features & Use Cases

• Model Development: Utilize Gemini models, deploy open-source models from Model Garden, or train custom models using pre-built or custom containers.
• MLOps: Implement end-to-end ML pipelines with Vertex AI Pipelines, manage features with Feature Store, and deploy models for online or batch prediction.
• Use Case: You need to build a custom image classification model. This Skill can guide you through setting up a custom training job, deploying the trained model to an endpoint, and configuring model monitoring for drift detection.

Quick Start

Use the gcp-vertex-ai skill to generate a Vertex AI pipeline for training a custom model.