Vertex AI Model Garden Training in South Africa

  • Learn via: Classroom
  • Duration: 1 Day
  • Price: From €1,170+VAT
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.

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We can host this training at your preferred location.

Prerequisites

  • 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.
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What You Will Learn

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
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Outline

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
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Contact us for more detail about our trainings and for all other enquiries!

Avaible Training Dates

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

26 February 2025 (1 Day)
Cape Town, Durban, Johannesburg
Classroom / Virtual Classroom
€1,170 +VAT
26 February 2025 (1 Day)
Cape Town, Durban, Johannesburg
Classroom / Virtual Classroom
€1,170 +VAT
11 March 2025 (1 Day)
Cape Town, Durban, Johannesburg
Classroom / Virtual Classroom
€1,170 +VAT
11 March 2025 (1 Day)
Cape Town, Durban, Johannesburg
Classroom / Virtual Classroom
€1,170 +VAT
05 April 2025 (1 Day)
Cape Town, Durban, Johannesburg
Classroom / Virtual Classroom
€1,170 +VAT
13 April 2025 (1 Day)
Cape Town, Durban, Johannesburg
Classroom / Virtual Classroom
€1,170 +VAT
17 May 2025 (1 Day)
Cape Town, Durban, Johannesburg
Classroom / Virtual Classroom
€1,170 +VAT
01 June 2025 (1 Day)
Cape Town, Durban, Johannesburg
Classroom / Virtual Classroom
€1,170 +VAT
Vertex AI Model Garden Training Course in South Africa

Formerly known as Union of South Africa, now officially known as Republic of South Africa is the Southernmost country in Africa. South Africa's population is over 60 million people, which makes the country the world's 23rd-most populous nation. South Africa has three capital cities: executive Pretoria, judicial Bloemfontein and legislative Cape Town, while the largest city is Johannesburg. The official languages of South Africa are Afrikaans, English, Ndebele, Pedi, Sotho, Swati, Tsonga, Tswana, Venda, Xhosa and Zulu.

South Africa can be rainy from November to February, so the best time to visit South Africa is from May to September. Despite the rainy season South Africa is a year-round destination, with varying regional climates. Blyde River Canyon, Durban, Drakensberg, Kruger National Park and of course, Cape Town are the tourist attractions of the country.

Expand your IT knowledge with our comprehensive range of courses, including programming, software development, business skills, data science, cybersecurity, cloud computing and virtualization. Our skilled instructors will facilitate hands-on training and share practical insights, all conveniently conducted at your preferred location within South Africa.
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