This course provides a comprehensive and practical introduction to developing generative AI applications using Azure tools and services.

Throughout the training, participants explore the Azure AI Foundry portal, learn how to evaluate and select suitable models from the model catalog, and deploy those models for use in AI solutions. The course also introduces application development with the Azure AI Foundry SDK and demonstrates how AI capabilities can be incorporated into applications.

The programme focuses on important generative AI development practices, including prompt engineering, Retrieval-Augmented Generation (RAG), working with custom data, model fine-tuning, and application evaluation. Responsible AI is also an important part of the curriculum, helping participants develop generative AI solutions that are not only effective but also designed and deployed with ethical and responsible AI principles in mind.

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

Prerequisites

Participants should have:

A foundational understanding of Azure services and cloud computing concepts
Experience working with REST APIs and JSON
Familiarity with Large Language Models (LLMs) and Natural Language Processing (NLP) concepts
Basic programming skills, preferably using Python or C#

Who Should Attend

This course is particularly suitable for:

AI Engineers
Solution Architects
Software Developers
Technical professionals interested in developing generative AI applications
Organisations and teams looking to improve service automation and internal productivity through custom AI solutions

What You Will Learn

By the end of the course, participants will be able to:

Navigate the Azure AI Foundry portal and understand its main components
Explore the Azure AI Foundry model catalog and select appropriate models for specific requirements
Deploy selected models for use in AI solutions
Develop AI applications using the Azure AI Foundry SDK
Apply Retrieval-Augmented Generation (RAG) techniques using custom data
Understand how to fine-tune language models for specific tasks and use cases
Evaluate and optimise the performance of generative AI applications
Apply Responsible AI practices when developing and deploying AI solutions

Training Outline

1. Introduction to Azure AI Foundry

Overview of Azure AI Foundry and its key capabilities
Understanding the AI development lifecycle within Azure
Setting up the development environment

2. Model Selection and Deployment

Exploring the Azure AI Foundry model catalog
Understanding the criteria for selecting suitable models
Deploying models through the Azure AI Foundry portal

3. Developing AI Applications with Azure AI Foundry SDK

Introduction to the Azure AI Foundry SDK
Developing AI applications using the SDK
Integrating AI capabilities into existing applications

4. Implementing Retrieval-Augmented Generation (RAG)

Understanding Retrieval-Augmented Generation and its benefits
Connecting generative AI solutions to custom data sources
Creating indexes
Integrating indexes with generative AI models

5. Fine-Tuning Language Models

Overview of the model fine-tuning process
Training models for specific tasks
Evaluating the performance of fine-tuned models

6. Evaluating and Optimising AI Applications

Monitoring application performance
Using Azure tools to evaluate AI applications
Applying improvements based on evaluation results

7. Responsible AI Practices

Understanding ethical considerations in AI development
Implementing measures designed to reduce potential risks
Supporting compliance with data privacy requirements

Why Choose Us

Experience Develop generative AI apps in Azure - Applied Skills Workshop in Netherlands through Bilginç IT Academy's live and interactive virtual classroom environment. Join a Public course as an individual delegate or arrange a dedicated Private / In-house online training program exclusively for your organization.

Delivery Method: Online Instructor-Led
Participation Model: Public / Private (In-house)
Live and Interactive Training: Connect with your instructor in real time and actively participate through discussions, Q&A sessions, practical exercises, and group activities.
Flexible Participation: Join the training from your home, office, or any location with a suitable internet connection.
Expert Trainer Network: Learn from experienced trainers with strong industry backgrounds and practical field expertise.
Over 30 Years of Training Expertise: Benefit from Bilginç IT Academy's professional training experience since 1995.
Worldwide Access: Join our live virtual classrooms from Netherlands or anywhere else in the world, or arrange a dedicated online training program for your organization.

Experience Develop generative AI apps in Azure - Applied Skills Workshop through face-to-face Classroom Based training in Netherlands. Training can be delivered as a Public course open to individual delegates or as a dedicated Private / In-house class for your organization.

Delivery Method: Classroom Based
Participation Model: Public / Private (In-house)
Face-to-Face Learning: Interact directly with your instructor and fellow delegates in an engaging classroom environment.
Experienced Trainers: Learn from specialists with extensive industry experience and practical real-world knowledge.
Professional Training Environment: Attend training in comfortable, well-equipped classrooms designed to support effective learning.
Practical Learning: Depending on the course, reinforce your knowledge through hands-on exercises, scenarios, case studies, and instructor-led activities.

Arrange Develop generative AI apps in Azure - Applied Skills Workshop in Netherlands as a dedicated Onsite training program for your organization. Bilginç IT Academy trainers can deliver the training at your office or another location of your choice, with the program planned around your team's requirements and business objectives.

Delivery Method: Onsite
Participation Model: Private (In-house)
Training at Your Preferred Location: Organize the training at your company's office or another location selected by your organization.
Tailored Course Content: Adapt the training program to your projects, team structure, existing skill levels, and specific business requirements.
Team-Focused Learning: Develop your team around a shared knowledge base while strengthening internal collaboration and knowledge transfer.
Flexible Scheduling: Plan the training dates, location, and program according to your organization's operational requirements.
Worldwide Onsite Delivery: Arrange the training in Netherlands or at another preferred location worldwide. Bilginç IT Academy trainers can travel to your selected location to deliver the dedicated training program.

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+

Develop generative AI apps in Azure - Applied Skills Workshop Training in Netherlands

Prerequisites

Who Should Attend

What You Will Learn

Training Outline

1. Introduction to Azure AI Foundry

2. Model Selection and Deployment

3. Developing AI Applications with Azure AI Foundry SDK

4. Implementing Retrieval-Augmented Generation (RAG)

5. Fine-Tuning Language Models

6. Evaluating and Optimising AI Applications

7. Responsible AI Practices

Why Choose Us

Develop generative AI apps in Azure - Applied Skills Workshop Training Course in Netherlands Schedule

Develop generative AI apps in Azure - Applied Skills Workshop Training in Netherlands

Prerequisites

Who Should Attend

What You Will Learn

Training Outline

1. Introduction to Azure AI Foundry

2. Model Selection and Deployment

3. Developing AI Applications with Azure AI Foundry SDK

4. Implementing Retrieval-Augmented Generation (RAG)

5. Fine-Tuning Language Models

6. Evaluating and Optimising AI Applications

7. Responsible AI Practices

Why Choose Us

Online Instructor-Led Training

Classroom Based Training

Onsite Training

Develop generative AI apps in Azure - Applied Skills Workshop Training Course in Netherlands Schedule