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.

We can organize this training at your preferred date and location. Contact Us!

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

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

Training 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

Why Choose Bilginç IT Academy

At Bilginç IT Academy, we combine our strong presence in both the UK and Türkiye to deliver high-quality, practical training solutions for organizations worldwide.

International Presence with Local Expertise
With operations in the United Kingdom and Türkiye, we bring together global standards and local market understanding to deliver effective training experiences across regions.

Expert Instructors with Real-World Experience
Our courses are delivered by certified trainers with extensive industry experience, ensuring you gain practical knowledge that can be applied immediately.

Corporate-Focused Training Approach
We specialize in training corporate teams, tailoring our programs to meet your organization’s goals, technologies, and project requirements.

Flexible Training Delivery Worldwide
We offer classroom, virtual classroom, and onsite training options globally, tailored to your organization’s needs.

Hands-On, Practical Learning
Our training sessions include real-world scenarios, case studies, and interactive exercises to ensure lasting understanding and skill development.

Proven Track Record
With over 10 years of experience, we have successfully trained professionals from leading organizations across different industries and regions.

Why have you chosen us?

I have attended a training from Bilginc IT Academy before and I was satisfied.

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How many employees do you have in your IT department?

0 – 50

50 – 250

250 – 1000

1000+

Qatar is rapidly evolving into a sophisticated knowledge-based economy under the framework of 'Qatar National Vision 2030,' with Doha and the futuristic city of Lusail leading the charge in digital infrastructure investment. The nation hosts the renowned 'Education City,' bringing together top-tier international university campuses to foster local research in Artificial Intelligence, Cybersecurity, and Smart City technologies. Qatar’s strategic focus on digital sports technology and energy-sector ICT has positioned it as a regional leader in high-end technical innovation. Our educational frameworks in Qatar are meticulously aligned with these national goals, providing the professional workforce with essential skills in Data Analytics, Cloud Management, and IT Governance. We empower experts in Qatar to manage the massive digital projects that are defining the future of the Gulf region and the global energy market.

Text Generation for Applications using Gen AI Studio Training in Qatar