Vertex AI Model Garden Training in Switzerland

  • Learn via: Classroom
  • Duration: 1 Day
  • Price: From €1,170+VAT
We can host this training at your preferred location. Contact us!

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


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

Upcoming Trainings

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

22 Şubat 2025 (1 Day)
Bern, Zürih, Cenevre
Classroom / Virtual Classroom
26 Şubat 2025 (1 Day)
Bern, Zürih, Cenevre
Classroom / Virtual Classroom
26 Şubat 2025 (1 Day)
Bern, Zürih, Cenevre
Classroom / Virtual Classroom
11 Mart 2025 (1 Day)
Bern, Zürih, Cenevre
Classroom / Virtual Classroom
11 Mart 2025 (1 Day)
Bern, Zürih, Cenevre
Classroom / Virtual Classroom
22 Şubat 2025 (1 Day)
Bern, Zürih, Cenevre
Classroom / Virtual Classroom
26 Şubat 2025 (1 Day)
Bern, Zürih, Cenevre
Classroom / Virtual Classroom
26 Şubat 2025 (1 Day)
Bern, Zürih, Cenevre
Classroom / Virtual Classroom
Vertex AI Model Garden Training Course in Switzerland

Switzerland, or officially known as the Swiss Confederation, is a federated country of central Europe. Because of its linguistic diversity, Switzerland is known by a variety of native names, such as Schweiz, Suisse, Svizzera and Svizra. While Bern is the administrative capital, Lausanne is the judicial centre of Switzerland. Zurich, Geneva and Basel are bases of some important international organisations such as the WTO, the WHO and FIFA. The country is well-known for its high welfare; Switzerland has the highest nominal wealth per adult.

Alongside the beautiful scenery, tourists visit Switzerland for the country's cultural attractions. There are many museums, galleries and historic buildings within popular cities such as Zurich, Geneva, and Lausanne. One of the most popular things to do is a train journey to the Top of Europe; Jungfraujoch. The longest glacier in Europe, the Great Aletsch Glacier begins at Jungfraujoch, and is also a UNESCO World Heritage Site.

Experience a paradigm shift in IT training with Bilginç IT Academy as we cater to the specific needs of Switzerland. Our training catalog showcases an array of Certification Exam preparation courses and accredited corporate training options, all delivered with innovative methodologies that will transform your learning journey.
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