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 Us

Experience live, interactive learning from the comfort of your home or office with Bilginç IT Academy's Online Instructor-Led Text Generation for Applications using Gen AI Studio Training in Ireland. Engage directly with expert trainers in a virtual environment that mirrors the energy and schedule of a physical classroom.

Live Sessions: Join scheduled classes with a live instructor and other delegates in real-time.
Interactive Experience: Engage in group activities, hands-on labs, and direct Q&A sessions with your trainer and peers.
Global Expert Trainers: Learn from a handpicked global pool of expert trainers with deep industry experience.
Proven Expertise: Benefit from over 30 years of quality training experience, equipping you with lasting skills for success.
Scalable Delivery: Accessible worldwide, including Ireland, with flexible scheduling to meet your professional needs.

Immerse yourself in our most sought-after learning style for Text Generation for Applications using Gen AI Studio Training in Ireland. Our hand-picked classroom venues in Ireland offer an invaluable human touch, providing a focused and interactive environment for professional growth.

Highly Experienced Trainers: Boost your skills with trainers boasting 10-20+ years of real-world experience.
State-of-the-Art Venues: Learn in high-standard facilities designed to ensure a comfortable and distraction-free experience.
Small Class Sizes: Our limited class sizes foster meaningful discussions and a personalized learning journey.
Best Value: Achieve your certification with high-quality training and competitive pricing.

Streamline your organization's training requirements with Bilginç IT Academy’s Onsite Text Generation for Applications using Gen AI Studio Training in Ireland. Experience expert-led learning at your own business premises, tailored to your corporate goals.

Tailored Learning Experience: Customize the training content to fit your unique business projects or specific technical needs.
Maximize Training Budget: Eliminate travel and accommodation costs, focusing your entire budget on the training itself.
Team Building Opportunity: Enhance team bonding and collaboration through shared learning experiences in your workspace.
Progress Monitoring: Track and evaluate your employees' progression and performance with relative ease and direct oversight.

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+

Text Generation for Applications using Gen AI Studio Training in Ireland

Is This The Right Course?

Who Should Attend?

Prerequisites

What You Will Learn

Training Outline

Why Choose Us

Online Instructor-Led Training (VILT)

Classroom Based Learning

Onsite / In-House Learning

Available Training Dates