Text Generation for Applications using Gen AI Studio Training in Norway

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

Explore the use of text generation models using Gen AI Studio on Vertex AI.

Generative AI is being used to develop new products and services across multiple industries, such as personalised marketing communications, chatbots for interacting with customers, and virtual assistants. For example, it can also be used to create chatbots that can answer customer questions and provide customer support.

In this course, you will explore the use of text generation models using Gen AI Studio on Vertex AI and learn how to incorporate those models into your application using the PaLM API and client libraries. You will learn how to design and tune prompts to ensure the best outputs for your applications and discuss how to fine-tune foundational models to improve model output quality.



Is This The Right Course?

  • Programming in Python
  • Leveraging APIs in applications
  • Basic familiarity with Google Cloud and Vertex AI as covered in the "Google Cloud Big Data and Machine Learning Fundamentals" course

Who Should Attend?

Application developers leverage Generative AI in their applications and machine learning practitioners supporting the development of GenAI-powered applications.

  • Programming in Python
  • Leveraging APIs in applications
  • Basic familiarity with Google Cloud and Vertex AI as covered in the "Google Cloud Big Data and Machine Learning Fundamentals" course

  • Understand Vertex AI generative AI options for your applications
  • Explore Gen AI Studio to interact with foundation models
  • Design and tune prompts for your Generative AI use cases
  • Implement the PaLM API into your applications using the Python SDK
  • Fine-tune foundation model weights to improve model output quality

Module 1: Generative AI on Vertex AI

  • Vertex AI on Google Cloud
  • Generative AI Options on Google Cloud
  • Introduction to the Course Use Case (Text Generation)

Module 2: Gen AI Studio

  • Introduction to GenAI Studio
  • Available models and use cases
  • Designing and testing prompts in the Cloud Console
  • Data governance in GenAI Studio

Module 3: Prompt Design

  • Why is prompt design so important?
  • Zero-shot vs. few-shot prompting
  • Providing additional context and instruction-tuning
  • Best practices

Module 4: Implementing the PaLM API

  • Lab: Getting Started with the Vertex AI PaLM API & Python SDK
  • Introduction to the PaLM API
  • Utilising generative models using the Python SDK
  • Understanding model parameters for text generation

Module 5: Fine-tuning Models

  • Scenarios to use model tuning
  • Workflow for model tuning
  • Preparing your model tuning dataset
  • Create a model tuning job
  • Loading a tuned model
  • 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 Norway facilities. Private class trainings will be organized at the location of your preference, according to your schedule.

16 januar 2025 (1 Day)
Oslo, Bergen, Trondheim
Classroom / Virtual Classroom
19 januar 2025 (1 Day)
Oslo, Bergen, Trondheim
Classroom / Virtual Classroom
07 februar 2025 (1 Day)
Oslo, Bergen, Trondheim
Classroom / Virtual Classroom
16 januar 2025 (1 Day)
Oslo, Bergen, Trondheim
Classroom / Virtual Classroom
19 januar 2025 (1 Day)
Oslo, Bergen, Trondheim
Classroom / Virtual Classroom
21 februar 2025 (1 Day)
Oslo, Bergen, Trondheim
Classroom / Virtual Classroom
07 februar 2025 (1 Day)
Oslo, Bergen, Trondheim
Classroom / Virtual Classroom
09 mars 2025 (1 Day)
Oslo, Bergen, Trondheim
Classroom / Virtual Classroom
Text Generation for Applications using Gen AI Studio Training Course in Norway

The Nordic country Norway, is in Northern Europe. Known for its stunning natural beauty, including fjords, mountains, and forests, Norway is also famous for its high standard of living and strong social welfare system. Norway's capital and largest city is Oslo. Tromsø, Bergen, Trondheim and Stavanger are the other tourist attracting cities of Norway.

Norway is a constitutional monarchy with King Harald V as the head of state. The country has a population of 5,425,270 as of January 2022. Norway is a relatively small country and has a relatively low population density, with much of its land area covered by forests, mountains, and fjords. Despite its small size, Norway is known for its rich cultural heritage, strong economy, and stunning natural beauty, which attracts millions of visitors every year. This Nordic country is also known for its winter sports, such as skiing and snowboarding, and is a popular destination for outdoor enthusiasts.

Norway has a long history of invention and is home to numerous more top-tier tech firms and research facilities, such as; Kongsberg Gruppen, Telenor, Atea, Evry and Gjensidige Forsikring.

Due to the country's high latitude, there are large seasonal variations in daylight. From late May to late July, the sun never completely descends beneath the horizon. Which attracts many tourists around the world to see the "Land of the Midnight Sun". Tourists mainly visit Sognefjord, Norway's Largest Fjord, Pulpit Rock, one of the most photographed sites in Norway and of course the capital; Oslo.

Oslo is considered the business center of Norway. It is the country's largest city and the capital of Norway. The city is home to many of Norway's largest and most important companies, as well as several international organizations and research institutions. Additionally, the city is a popular tourist destination, known for its scenic location on the Oslo Fjord, its many museums and cultural attractions, and its vibrant nightlife and dining scene. Some of the most popular museums in Oslo are The Norwegian Museum of Cultural History, The Nobel Peace Center, The National Museum of Art, Architecture, and Design, The Munch Museum and The Vigeland Museum.
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