Course Outline

Introduction

Overview of Vertex AI

Understanding AI Concepts

Setting up the Vertex AI Environment

Regression and Classification Concepts in Vertex AI

NLP Concepts in Vertex AI

Setting up a Containerize Training Code

Running a Training Job on Vertex AI

Deploying a Model Endpoint

Troubleshooting

Summary and Next Steps

Requirements

  • Knowledge of machine learning

Audience

  • Software engineers
  • Machine learning enthusiasts
 7 Hours

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