Vertex AI for Machine Learning Practitioners

Master Vertex AI for custom model workflows in this hands-on course designed for Machine Learning practitioners. You’ll learn to configure training, manage models using the Model Registry, deploy models for online predictions, and orchestrate end-to-end ML workflows with Vertex AI Pipelines.

Course Details

Price:

$575.00

Days:

Location:

Virtual

Course Overview

• Understand the key components of Vertex AI and how they work together to support your ML workflows.
• Configure and launch Vertex AI Custom Training and Hyperparameter Tuning Jobs to optimize model performance.
• Organize and version your models using Vertex AI Model Registry for easy access and tracking.
• Configure serving clusters and deploy models for online predictions with Vertex AI Endpoints.
• Operationalize and orchestrate end-to-end ML workflows with Vertex AI Pipelines for increased efficiency and scalability.
• Configure and set up monitoring on deployed models.

• Experience building and training custom ML models.
• Familiar with Docker.
• Experience building and training custom ML models.
• Familiar with Docker.

• Training, Tuning, and Deploying Models on Vertex AI
• Orchestrating End-to-End Workflows with Vertex AI Pipelines
• Model Monitoring on Vertex AI

Class Dates & Times


7/8/2025 Virtual 09:00:00-17:00:00 CST Enroll Now $575.00
9/5/2025 Virtual 09:00:00-17:00:00 CST Enroll Now $575.00
11/4/2025 Virtual 09:00:00-17:00:00 CST Enroll Now $575.00

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