Training: Develop Generative AI Solutions with Azure OpenAI Service (AI-050)

Ref. AI-050

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Duration:

1

day

Exam:

Optional

Level:

Intermediate

Funding:

Temptraining

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Develop Generative AI Solutions with Azure OpenAI Service (AI-050)

Develop Generative AI Solutions with Azure OpenAI Service offers the possibility to use advanced language models from OpenAI, such as GPT, discover this in our course Develop Generative AI Solutions with Azure OpenAI Service (AI-050). These models facilitate the implementation of natural language processing (NLP) solutions capable of understanding, interacting, and creating content. The service is accessible via REST APIs, software development kits (SDKs), and Azure OpenAI Studio.

During this Develop Generative AI Solutions with Azure OpenAI Service (AI-050) training, you will learn to configure Azure OpenAI service, deploy models, and integrate them into generative AI applications.

Participant profiles

Software developers
Data scientists who need to use large language models for generative AI.

Objectives

Understanding the Fundamentals of Azure OpenAI Service: Discover how Azure OpenAI Service makes OpenAI language models accessible for developing innovative natural language processing (NLP) solutions.
Service Provisioning: Learn how to set up Azure OpenAI Service in your environment, an essential prerequisite for deploying and effectively managing AI models.
Model Deployment: Master the crucial steps to deploy language models into your applications, ensuring you can utilize them optimally.
Building Generative AI Applications: Apply your knowledge by developing applications that use generative AI to understand, converse, and autonomously generate content.

Prerequisites

Knowledge of Azure and the Azure portal.
Programming experience with C# or Python.

Course content

Module 1 – Getting Started with Azure OpenAI Service

Accessing Azure OpenAI Service
Using Azure OpenAI Studio
Exploring types of generative AI models
Deploying generative AI models
Using prompts to get completions from models
Testing models in Azure OpenAI Studio playgrounds

Module 2 – Building Natural Language Solutions with Azure OpenAI Service

Integrating Azure OpenAI into your application
Using Azure OpenAI REST API
Using Azure OpenAI SDK

Module 3 – Applying Prompt Engineering with Azure OpenAI Service

Understanding prompt engineering
Writing more effective prompts
Providing context to enhance accuracy

Module 4 – Generating Code with Azure OpenAI Service

Building code from natural language
Completing code and streamlining development process
Debugging and improving your code

Module 5 – Generating Images with Azure OpenAI Service

What is DALL-E?
Exploring DALL-E in Azure OpenAI Studio
Using Azure OpenAI REST API to consume DALL-E models

Module 6 – Using Your Own Data with Azure OpenAI Service

Understanding how to use your own data
Adding your own data source
Interacting with your model using your own data

Documentation

Digital course material included

Complementary courses

Temptraining funding

ITTA is a partner of Temptraining, the continuing education fund for temporary workers. This training fund can subsidize continuing education for anyone who works for an employer subject to the Collective Work Agreement (CCT) Rental of services.

Additional information

AI-050: Develop Generative AI Solutions with Azure OpenAI Service – Develop Your Generative AI Skills with Azure OpenAI Training

The world of artificial intelligence is evolving at a lightning pace, and with the Azure OpenAI training offered by ITTA, you have the key to unlocking nearly limitless possibilities in the field of generative AI. This course is specially designed to introduce you to the fundamental concepts and skills needed to harness the power of OpenAI language models, such as GPT, and integrate them into innovative NLP solutions.

Understanding Azure OpenAI Service

Azure OpenAI Service offers unprecedented access to cutting-edge language models from OpenAI, enabling developers to build applications that can understand, converse, and intelligently generate content. By starting with a thorough understanding of the service as part of this training, you will learn how these technologies are revolutionizing digital interactions and creating new opportunities for natural language processing.

Service Provisioning and Management

Efficiently setting up Azure OpenAI Service is a crucial step for any developer aspiring to use these technologies. This course will guide you through the provisioning process, showing you how to configure your Azure environment to make the most of available AI models. You will also learn best practices for managing and securing your Azure OpenAI resources, an essential skill for any IT professional.

Deploying AI Models into Your Applications

The most exciting aspect of this training lies in the practical application of acquired knowledge. Through the modules of this course, you will explore how to deploy GPT language models within your own applications, thereby transforming theoretical concepts into tangible solutions. Whether you are looking to enhance your application’s text understanding capabilities, generate dynamic content, or create revolutionary chatbots, this training will equip you with the skills needed for success.