Text Generation for Applications using Gen AI Studio Training in United Kingdom

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

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We can host this training at your preferred location.

Prerequisites

  • 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
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What You Will Learn

  • 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
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Outline

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

09 March 2025 (1 Day)
London, Manchester, Birmingham
Classroom / Virtual Classroom
€1,170 +VAT
10 March 2025 (1 Day)
London, Manchester, Birmingham
Classroom / Virtual Classroom
€1,170 +VAT
05 May 2025 (1 Day)
London, Manchester, Birmingham
Classroom / Virtual Classroom
€1,170 +VAT
05 May 2025 (1 Day)
London, Manchester, Birmingham
Classroom / Virtual Classroom
€1,170 +VAT
23 May 2025 (1 Day)
London, Manchester, Birmingham
Classroom / Virtual Classroom
€1,170 +VAT
17 June 2025 (1 Day)
London, Manchester, Birmingham
Classroom / Virtual Classroom
€1,170 +VAT
04 July 2025 (1 Day)
London, Manchester, Birmingham
Classroom / Virtual Classroom
€1,170 +VAT
04 July 2025 (1 Day)
London, Manchester, Birmingham
Classroom / Virtual Classroom
€1,170 +VAT
Text Generation for Applications using Gen AI Studio Training Course in the United Kingdom

The United Kingdom (Britain) is situated in north-western Europe. The UK is made up of England, Scotland, Wales and Northern Ireland. The United Kingdom is a constitutional monarchy with a unitary parliamentary democracy, as Queen Elizabeth II has been the monarch since 1952. The country's capital and largest metropolis is London.

The United Kingdom has always been one of the most popular tourist destinations in Europe. People from all around the world come to see the diverse scenery and rich cultural background of Britain. Some of the most popular places to visit in the UK are London (with Tower Bridge, River Thames, Big Ben, Parliament Buildings, Westminster Abbey…), Scotland's Capital Edinburgh, Roman-Era Bath, Stonehenge (one of the best-known prehistoric monument in Europe), Windsor Castle and Loch Ness.

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