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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

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

16 January 2025 (1 Day)
Cape Town, Durban, Johannesburg
Classroom / Virtual Classroom

19 January 2025 (1 Day)
Cape Town, Durban, Johannesburg
Classroom / Virtual Classroom

07 February 2025 (1 Day)
Cape Town, Durban, Johannesburg
Classroom / Virtual Classroom

16 January 2025 (1 Day)
Cape Town, Durban, Johannesburg
Classroom / Virtual Classroom

19 January 2025 (1 Day)
Cape Town, Durban, Johannesburg
Classroom / Virtual Classroom

21 February 2025 (1 Day)
Cape Town, Durban, Johannesburg
Classroom / Virtual Classroom

07 February 2025 (1 Day)
Cape Town, Durban, Johannesburg
Classroom / Virtual Classroom

09 March 2025 (1 Day)
Cape Town, Durban, Johannesburg
Classroom / Virtual Classroom

Text Generation for Applications using Gen AI Studio Training Course in South Africa

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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.

Text Generation for Applications using Gen AI Studio Training in South Africa

Is This The Right Course?

Who Should Attend?

Prerequisites

What You Will Learn

Outline

Upcoming Trainings