Training: Develop generative AI apps in Azure AI Foundry portal (AI-3016)

Ref. AI-3016

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Duration:

1

day

Exam:

Not certifying

Level:

Intermediate

Funding:

Eligible

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Develop generative AI apps in Azure AI Foundry portal (AI-3016)

Master the Development of Generative AI Applications with Azure AI Foundry

Generative artificial intelligence is transforming the technology landscape. With powerful tools like Azure AI Foundry, the possibilities become endless for developers and AI experts. This training, titled “Develop generative AI apps in Azure AI Foundry portal (AI-3016),” provides the keys to harnessing this potential.

Throughout this comprehensive program, you will learn how to use language models, create high-performance applications, and deploy innovative solutions on the Microsoft Azure cloud. Whether you are a data scientist or an AI engineer, this course will enable you to push the limits of your projects by combining innovation and efficiency.

Join a Cutting-Edge AI Training

Enhance your skills and learn to integrate generative AI solutions into your applications with proven techniques. Through this training, you will become an expert in using Azure AI Foundry to develop robust and innovative applications. Take the lead and be among tomorrow’s leaders in the field of artificial intelligence.

Participant Profiles

Data Scientists
AI Engineers
Machine Learning Developers
Cloud Architects
AI Consultants
Technology Project Managers

Objectives

Understand how Azure AI Foundry works
Explore and deploy language models
Develop applications using prompt flows
Create agents based on your own data
Fine-tune and optimize language models
Evaluate the performance of generative AI applications
Apply the principles of responsible generative AI

Prerequisites

Understand the basics of artificial intelligence
Familiarity with fundamental Azure cloud concepts
Experience using Azure AI Studio

Course Content

Module 1: Introduction to Azure AI Foundry

What is Azure AI Studio?
How Azure AI Studio Works
When to Use Azure AI Studio

Module 2: Explore and Deploy Models from the Azure AI Foundry Model Catalog

Explore Language Models in the Model Catalog
Deploy a Model to an Endpoint
Improve the Performance of a Language Model

Module 3: Getting Started with Prompt Flows for Developing Language Model Applications in Azure AI Foundry

Understand the Lifecycle of Large Language Model (LLM) Application Development
Explore Key Components and Types of Flows
Discover Connections and Runtimes
Explore Variants and Monitoring Options

Module 4: Create a RAG-Based Agent with Your Own Data Using Azure AI Foundry

Understand How to Ground Your Language Model
Make Your Data Searchable
Create a Copilot with a Prompt Flow

Module 5: Fine-Tune a Language Model with Azure AI Foundry

Understand When to Fine-Tune a Language Model
Prepare Your Data to Fine-Tune a Conversation Completion Model
Explore Model Optimization in Azure AI Studio

Module 6: Evaluate the Performance of Generative AI Applications with Azure AI Foundry

Evaluate Model Performance
Manually Assess Model Performance Levels
Evaluate the Performance of Your Generative AI Applications

Module 7: Responsible Generative AI

Plan a Responsible Generative AI Solution
Identify Potential Harms
Measure Potential Harms
Mitigate Potential Harms
Operate a Responsible Generative AI Solution

Documentation

Access to Microsoft Learn, Microsoft’s online learning platform, offering interactive resources and educational content to deepen your knowledge and develop your technical skills.

Lab / Exercises

This course provides you with exclusive access to the official Microsoft lab, enabling you to practice your skills in a professional environment.

Complementary Courses

Eligible Funding

ITTA is a partner of a continuing education fund dedicated to temporary workers. This fund can subsidize your training, provided that you are subject to the “Service Provision” collective labor agreement (CCT) and meet certain conditions, including having worked at least 88 hours in the past 12 months.

Additional Information

Why Train in Developing Generative AI Applications?

Generative artificial intelligence is a game-changing technology that enables the creation of intelligent, content-generating applications tailored to user needs. This course, “Develop generative AI apps in Azure AI Foundry portal (AI-3016),” teaches you to unlock the potential of Azure AI Foundry, a robust and accessible platform for professionals in AI and development.

Master Azure AI Foundry to Excel in AI Projects

Azure AI Foundry offers a comprehensive ecosystem to develop, deploy, and optimize generative AI applications. Learn to work with advanced language models, refine their performance, and integrate them seamlessly into your projects. This course combines step-by-step guidance and hands-on exercises to deepen your expertise in tools like prompt flows and AI-driven agents.

Build Responsible and Ethical AI Solutions

Beyond technical skills, this course emphasizes responsible AI usage. Learn to assess and mitigate risks associated with your AI applications, ensuring they meet ethical standards and deliver safe, reliable user experiences. This knowledge is essential for building trust and creating solutions aligned with industry best practices.

A Structured Program for Practical Skills

The training is divided into modules designed to deliver immediate value and actionable insights. You will cover:

The fundamentals and features of Azure AI Foundry.
Deploying and optimizing advanced language models.
Developing applications with prompt flows and customized agents.
Fine-tuning models for specific use cases.
Evaluating and enhancing application performance.
Implementing responsible AI practices.

Tailored Learning for Your Career Growth

This course is ideal for data scientists, AI engineers, and developers specializing in machine learning. It equips you with practical tools and in-depth knowledge to accelerate your projects and position yourself as a leader in generative AI integration.