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, Data Scientists

We can organize this training at your preferred date and location. Contact Us!

Prerequisites

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

What You Will Learn

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 workows.
Congure 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.
Congure serving clusters and deploy models for online predictions with Vertex AI Endpoints.
Operationalize and orchestrate end-to-end ML workows with Vertex AI Pipelines for increased eciency and scalability.
Configure and set up monitoring on deployed models

Training Outline

Module 1: Training, Tuning, and Deploying Models on Vertex AI

Understand Containerized Training Applications
Understand Vertex AI Custom Training and Tuning Jobs
Understand how to track and version your trained models in Vertex AI Model Registry
Understand Online Deployment with Vertex AI Endpoints

Module 2:Orchestrating end-to-end Workows with Vertex AI Pipelines

Understand Kubeow
Understand pre-built and lightweight Python components
Understand how to compile and execute pipelines on Vertex AI

Module 3: Model Monitoring on Vertex AI

Understand Feature Drift and Skew
Understand Model Monitoring for models deployed to Vertex AI Endpoints

Why Choose Us

Experience Vertex AI for Machine Learning Practitioners in Canada through Bilginç IT Academy's live and interactive virtual classroom environment, accessible from your home, office, or any location. Connect with expert trainers in real time and bring the energy of classroom learning into the digital experience.

Live Instructor-Led Sessions: Join scheduled training sessions with your instructor and fellow delegates in real time.
Interactive Learning Experience: Take part in discussions, practical exercises, group activities, and Q&A sessions throughout the course.
Expert Trainer Network: Learn from experienced trainers with strong industry backgrounds and practical field expertise.
Over 30 Years of Training Expertise: Benefit from Bilginç IT Academy's long-standing experience in delivering professional training since 1995.
Flexible and Scalable Delivery: Access live virtual classrooms from Canada and worldwide, with flexible planning options for individual and corporate training needs.

Experience Vertex AI for Machine Learning Practitioners in a focused classroom environment in Canada. Bilginç IT Academy's carefully selected training venues provide a professional setting where delegates can interact directly with expert trainers and peers.

Experienced Trainers: Learn from specialists with extensive field experience and real-world knowledge.
Professional Training Venues: Attend courses in comfortable, well-equipped classrooms designed to support effective learning.
Focused Classroom Experience: Benefit from limited class sizes that encourage discussion, interaction, and personalized support.
Quality-Driven Learning: Develop practical skills through structured, up-to-date, and professionally designed training content.

Meet your team's training needs with Bilginç IT Academy's onsite Vertex AI for Machine Learning Practitioners in Canada solution, delivered at your office or preferred location. Align your team's development with your business goals through a training experience tailored to your organization.

Tailored Course Content: Adapt the training program to your organization's projects, team structure, and specific business requirements.
Time and Cost Efficiency: Reduce travel, accommodation, and operational costs while maximizing the value of your training investment.
Team-Focused Learning: Help your employees develop around the same knowledge base and strengthen collaboration across your organization.
Simplified Planning and Tracking: Manage the training process, participant development, and organizational requirements with greater control.

Why have you chosen us?

I have attended a training from Bilginc IT Academy before and I was satisfied.

I have attended a training from a different provider and it was not helpful.

Other

How many employees do you have in your IT department?

0 – 50

50 – 250

250 – 1000

1000+

Vertex AI for Machine Learning Practitioners Training in Canada

Who Should Attend?

Prerequisites

What You Will Learn

Training Outline

Why Choose Us

Vertex AI for Machine Learning Practitioners Training Course in Canada Schedule

Vertex AI for Machine Learning Practitioners Training in Canada

Who Should Attend?

Prerequisites

What You Will Learn

Training Outline

Why Choose Us

Online Instructor-Led Training (VILT)

Classroom-Based Training

Onsite / In-House Training

Vertex AI for Machine Learning Practitioners Training Course in Canada Schedule