Vertex AI Model Garden Training in Ireland

Vertex AI Model Garden provides enterprise-ready foundation models, task-specific models, and APIs

Is This The Right Course?

Who Should Attend?

• Prior completion “Machine Learning on Google Cloud” course or the equivalent knowledge of TensorFlow/Keras and machine learning.
• Experience scripting in Python and working in Jupyter notebooks to create machine learning models.

Students will learn,

• Understand the model options available within Vertex AI Model Garden
• Incorporate models in Vertex AI Model Garden in your machine learning workflows
• Leverage foundation models for generative AI use cases
• Fine-tune models to meet your specific needs

Module 1: Vertex AI for ML Workloads

• Vertex AI on Google Cloud
• Options for training, tuning and deploying ML models on Vertex AI
• Generative AI options on Google Cloud and Vertex AI

Module 2: Model Garden

• Introduction to Model Garden
• Model types in Model Garden
• Connecting models from Gen AI Studio and Model Registry
• Introduction to course use cases

Module 3: Task-specific Solutions: Content Classification

• Pre-trained models for specific tasks
• VertexAI AutoML
• Using a pre-trained model via the Python SDK

Module 4: Foundation Models: Text Embeddings via PaLM

• Introduction to foundation models
• PaLM API
• GenAI Studio
• Using the Embeddings API

Module 5: Fine-tunable Models

• Fine-tunable models in Model Garden
• Vertex AI Pipelines
• Demo: Fine-tuning models for your specific use case

At Bilginç IT Academy, we combine our strong presence in both the UK and Türkiye to deliver high-quality, practical training solutions for organizations worldwide.

International Presence with Local Expertise
With operations in the United Kingdom and Türkiye, we bring together global standards and local market understanding to deliver effective training experiences across regions.

Expert Instructors with Real-World Experience
Our courses are delivered by certified trainers with extensive industry experience, ensuring you gain practical knowledge that can be applied immediately.

Corporate-Focused Training Approach
We specialize in training corporate teams, tailoring our programs to meet your organization’s goals, technologies, and project requirements.

Flexible Training Delivery Worldwide
We offer classroom, virtual classroom, and onsite training options globally, tailored to your organization’s needs.

Hands-On, Practical Learning
Our training sessions include real-world scenarios, case studies, and interactive exercises to ensure lasting understanding and skill development.

Proven Track Record
With over 10 years of experience, we have successfully trained professionals from leading organizations across different industries and regions.