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

For corporate groups, we can organize this training as an on-site private group.

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

Leading UK-based global training provider since 1995.

Experience Vertex AI for Machine Learning Practitioners in Finland through Bilginç IT Academy's live and interactive virtual classroom environment. Join a Public course as an individual delegate or arrange a dedicated Private / In-house online training program exclusively for your organization.

Delivery Method: Online Instructor-Led
Participation Model: Public / Private (In-house)
Live and Interactive Training: Connect with your instructor in real time and actively participate through discussions, Q&A sessions, practical exercises, and group activities.
Flexible Participation: Join the training from your home, office, or any location with a suitable internet connection.
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 professional training experience since 1995.
Worldwide Access: Join our live virtual classrooms from Finland or anywhere else in the world, or arrange a dedicated online training program for your organization.

Experience Vertex AI for Machine Learning Practitioners through face-to-face Classroom Based training in Finland. Training can be delivered as a Public course open to individual delegates or as a dedicated Private / In-house class for your organization.

Delivery Method: Classroom Based
Participation Model: Public / Private (In-house)
Face-to-Face Learning: Interact directly with your instructor and fellow delegates in an engaging classroom environment.
Experienced Trainers: Learn from specialists with extensive industry experience and practical real-world knowledge.
Professional Training Environment: Attend training in comfortable, well-equipped classrooms designed to support effective learning.
Practical Learning: Depending on the course, reinforce your knowledge through hands-on exercises, scenarios, case studies, and instructor-led activities.

Arrange Vertex AI for Machine Learning Practitioners in Finland as a dedicated Onsite training program for your organization. Bilginç IT Academy trainers can deliver the training at your office or another location of your choice, with the program planned around your team's requirements and business objectives.

Delivery Method: Onsite
Participation Model: Private (In-house)
Training at Your Preferred Location: Organize the training at your company's office or another location selected by your organization.
Tailored Course Content: Adapt the training program to your projects, team structure, existing skill levels, and specific business requirements.
Team-Focused Learning: Develop your team around a shared knowledge base while strengthening internal collaboration and knowledge transfer.
Flexible Scheduling: Plan the training dates, location, and program according to your organization's operational requirements.
Worldwide Onsite Delivery: Arrange the training in Finland or at another preferred location worldwide. Bilginç IT Academy trainers can travel to your selected location to deliver the dedicated training program.

Vertex AI for Machine Learning Practitioners Training in Finland

Who Should Attend?

Prerequisites

What You Will Learn

Training Outline

Why Choose Us

Vertex AI for Machine Learning Practitioners Training Course in Finland Schedule

Vertex AI for Machine Learning Practitioners Training in Finland

Who Should Attend?

Prerequisites

What You Will Learn

Training Outline

Why Choose Us

Online Instructor-Led Training

Classroom Based Training

Onsite Training

Vertex AI for Machine Learning Practitioners Training Course in Finland Schedule