Vertex AI for Machine Learning Practitioners

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Course Overview

This instructor-led one-day course is designed for engineers and data scientists familiar with machine learning models who want to become procient in using Vertex AI for custom model workows. This practical, hands-on course will provide you with a deep dive into the core functionalities of Vertex AI, enabling you to effectively leverage its tools and capabilities for your ML projects.

Who Should Attend

Machine Learning Engineers and Data Scientists

Course Objectives

    • 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

Course Outline

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

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Class Dates & Times

Class times are listed Central time

This is a 1-day class

Class dates not listed.
Please contact us for available dates and times.