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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 Germany facilities. Private class trainings will be organized at the location of your preference, according to your schedule.

22 Februar 2025 (1 Day)
Berlin, Hamburg, Münih
Classroom / Virtual Classroom

26 Februar 2025 (1 Day)
Berlin, Hamburg, Münih
Classroom / Virtual Classroom

11 März 2025 (1 Day)
Berlin, Hamburg, Münih
Classroom / Virtual Classroom

22 Februar 2025 (1 Day)
Berlin, Hamburg, Münih
Classroom / Virtual Classroom

26 Februar 2025 (1 Day)
Berlin, Hamburg, Münih
Classroom / Virtual Classroom

Vertex AI Model Garden Training Course in Germany

The Federal Republic of Germany is the second most populous country in Europe and is located in Central Europe. The official language of the country is German. Germany is one of the richest countries in the world. The main exports of the country include motor vehicles and iron and steel products.

Here are some fun facts about Germany:
The fairy tale writer, the Brothers Grimm, came from Germany and wrote many famous stories such as Cinderella, Snow White, and Sleeping Beauty.
Germany is home to the largest theme park in Europe, the Europa-Park.
The famous composer Ludwig van Beethoven was born in Germany.
The Autobahn, the German highway system, is known for having no general speed limit.

Berlin was divided by the Berlin Wall from 1961 to 1989. Known for its street art, Berlin has many colorful murals and graffiti throughout the city. Also, Berlin is home to many famous museums, such as the Pergamon Museum and the Museum Island. Many clubs and bars stay open until the early hours of the morning in this big city.

Another popular city is Munich, which is famous for its Oktoberfest beer festival that attracts millions of visitors every year. Munich is also home to many historic buildings, including Nymphenburg Palace and the Marienplatz town square.

The country's capital and largest city is Berlin, however Frankfurt is considered to be the business and financial center of Germany. It is home to the Frankfurt Stock Exchange, the European Central Bank, and many other financial institutions. Because of its central location within Europe and its status as a major financial hub, Frankfurt is often referred to as the "Mainhattan," a play on the city's name and its association with the Manhattan financial district in New York City.

Frankfurt is also a major transportation hub, with the largest airport in Germany and one of the largest in Europe, Frankfurt Airport. Additionally, it is a popular destination for tourists, with its historic city center, beautiful parks, and vibrant cultural scene.

Some of the top German technology companies like Siemens AG, Bosch, SAP SE, Deutsche Telekom, Daimler AG and Volkswagen has business centers in Frankfurt. The country has a strong tradition of engineering and innovation, and is home to many other world-class technology companies and research institutions.

Tailored to meet the specific needs of Germany, Bilginç IT Academy combines cutting-edge training methodologies with our comprehensive range of Certification Exam preparation courses and accredited corporate training programs. Experience a transformative approach to IT training that will redefine your expectations.

Vertex AI Model Garden Training in Germany

Is This The Right Course?

Who Should Attend?

Prerequisites

What You Will Learn

Outline

Upcoming Trainings