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

Model Garden can serve as the starting point for model discovery for various different use cases. You can kick off a variety of workflows including using models directly, tuning models in Generative AI Studio, or deploying models to a data science notebook.

In this class, after being introduced to Vertex AI as a machine learning platform through the lens of Model Garden. You will learn how to leverage pre-trained models as part of your machine learning workflow and how to fine-tune models for your specific applications.

Is This The Right Course?

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.

Who Should Attend?

Machine learning practitioners who wish to leverage models available in Vertex AI Model Garden for various different use cases.

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

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+

Upcoming Trainings

Join our public courses in our Australia facilities. Private class trainings will be organized at the location of your preference, according to your schedule.

22 February 2025 (1 Day)
Melbourne, Sydney, Brisbane
Classroom / Virtual Classroom

26 February 2025 (1 Day)
Melbourne, Sydney, Brisbane
Classroom / Virtual Classroom

11 March 2025 (1 Day)
Melbourne, Sydney, Brisbane
Classroom / Virtual Classroom

22 February 2025 (1 Day)
Melbourne, Sydney, Brisbane
Classroom / Virtual Classroom

26 February 2025 (1 Day)
Melbourne, Sydney, Brisbane
Classroom / Virtual Classroom

Vertex AI Model Garden Training Course in Australia

Australia is the smallest continent yet it's also one of the largest countries in the World. As the oldest and flattest continent, Australia is a mega-diverse country with a vast variety of landscapes, climates and animals. Canberra is the capital city while Sydney, Brisbane and Melbourne are the more popular ones. Australia is a developed country with a high-income economy and a member of the United Nations, G20 and the Commonwealth of Nations.

While cricket and football are the most popular sports in Australia, the Australian Open tennis grand slam tournament is a major international event that takes place in this country. The island of Tasmania has the cleanest air in the world. Uluru-Kata Tjuta National Park, Great Barrier Reef, Kangaroo Island, Kakadu National Park, Whitsunday Islands and The Pinnacles are some of the jaw-dropping places in Australia.

We offer a wide range of IT courses, from cybersecurity, data science and software development to business skills and project management, and we can host training at your preferred location in Australia. Let our experienced instructors provide you with hands-on training and practical insights.

Vertex AI Model Garden Training in Australia

Is This The Right Course?

Who Should Attend?

Prerequisites

What You Will Learn

Outline

Upcoming Trainings