AI-050T00 : Develop Generative AI Solutions with Azure OpenAI Service

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AI-050T00 : Develop Generative AI Solutions with Azure OpenAI Service

Azure OpenAI Service provides access to OpenAI’s powerful large language models such as GPT; the model behind the popular ChatGPT service.

These models enable various natural language processing (NLP) solutions to understand, converse, and generate content. Users can access the service through REST APIs, SDKs, and Azure OpenAI Studio.

In this course, you’ll learn how to provision Azure OpenAI service, deploy models, and use them in generative AI applications.

 

The duration of the program :

Classroom
Instructor Led : 8h

Live Online
Instructor Led  : 8h

Description

The audience for this course includes software developers and data scientists who need to use large language models for generative AI. Some programming experience is recommended, but the course will be valuable to anyone seeking to understand how the Azure OpenAI service can be used to implement generative AI solutions.

Outline

Get started with Azure OpenAI Service

·       Introduction

·       Access Azure OpenAI Service

·       Use Azure OpenAI Studio

·       Explore types of generative AI models

·       Deploy generative AI models

·       Use prompts to get completions from models

·       Test models in Azure OpenAI Studio’s playgrounds

·       Exercise – Get started with Azure OpenAI Service

 

Build natural language solutions with Azure OpenAI Service

·       Introduction

·       Integrate Azure OpenAI into your app

·       Use Azure OpenAI REST API

·       Use Azure OpenAI SDK

·       Exercise – Integrate Azure OpenAI into your app

 

Apply prompt engineering with Azure OpenAI Service

·       Introduction

·       Understand prompt engineering

·       Write more effective prompts

·       Provide context to improve accuracy

·       Exercise – Utilize prompt engineering in your application

 

Generate code with Azure OpenAI Service

·       Introduction

·       Construct code from natural language

·       Complete code and assist the development process

·       Fix bugs and improve your code

·       Exercise – Generate and improve code with Azure OpenAI Service

 

Generate images with Azure OpenAI Service

·       Introduction

·       What is DALL-E?

·       Explore DALL-E in Azure OpenAI Studio

·       Use the Azure OpenAI REST API to consume DALL-E models

·       Exercise – Generate images with a DALL-E model

 

Use your own data with Azure OpenAI Servic

·       Introduction

·       Understand how to use your own data

·       Add your own data source

·       Chat with your model using your own data

·       Exercise – Use your own data with Azure OpenAI Service

Prerequisites

Some programming experience is recommended

Location / Dates

Location Date Time (UTC +2 ) Delivery Format Language
Live Online*
15,17-Oct Tue, Thu 17:30-20:45 Instructor Led Greek

* Σύγχρονη εξ αποστάσεως εκπαίδευση με εισηγητή – Virtual Class

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    Last update : 09/02/2024 (AI-050T00)