Skip to main content

GCP Vertex AI

Google Cloud AI/ML platform and AutoML capabilities.

Course Duration: 10 hours​

What You'll Learn​

  • Vertex AI platform
  • AutoML (Tabular, Vision, NLP)
  • Custom training
  • Model deployment
  • Pipelines
  • Generative AI on GCP

Prerequisites​

  • ML fundamentals
  • GCP basics

Course Modules​

  1. GCP AI Services Overview
  2. Vertex AI Workbench
  3. AutoML Tabular
  4. AutoML Vision
  5. AutoML NLP
  6. Custom Training Jobs
  7. Model Registry
  8. Endpoints and Predictions
  9. Vertex AI Pipelines
  10. Feature Store
  11. Model Monitoring
  12. Generative AI Studio

GCP Services Covered​

  • Vertex AI
  • Cloud Storage
  • BigQuery
  • Cloud Build
  • Artifact Registry