Vertex AI for Machine Learning Practitioners (VAIMLP)

 

Course Overview

This instructor-led one-day course is designed for engineers and data scientists familiar with machine learning models who want to become proficient in using Vertex AI for custom model workflows. 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, Data Scientists

Prerequisites

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

Course Objectives

By the end of the course, learners will be able to:

  • 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

Prices & Delivery methods

Online Training

Duration
1 day

Price
  • 950.— €
Classroom Training

Duration
1 day

Price
  • Austria: 950.— €
  • Germany: 950.— €
  • Switzerland: CHF 850.—

Schedule

Instructor-led Online Training:   Course conducted online in a virtual classroom.

English

European Time Zones

Online Training Course language: English
Online Training Course language: English
Online Training Course language: English
Online Training Course language: English

6 hours difference to Central European Summer Time (CEST)

Online Training Time zone: Singapore Time (SGT) Course language: English
Online Training Time zone: Singapore Time (SGT) Course language: English
Online Training Time zone: Singapore Time (SGT) Course language: English

Europe

Germany

Münster Course language: English
Frankfurt Course language: English
Frankfurt Course language: English