Artificial Intelligence and Machine Learning Courses

Microsoft AI-3016 - Develop Generative AI Apps in Azure

Length 1 day
Price $990 inc GST

Course overview

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Why study this course

Generative Artificial Intelligence (AI) is becoming more accessible through comprehensive development platforms like Azure AI Foundry. Learn how to build generative AI applications that use language models to chat with your users.

This one-day course prepares you for an Applied Skills credential.
For more than 30 years, Microsoft's industry-recognised certifications have provided proof of world-class technical proficiency for in-demand job roles. In today’s ever-changing business environment, there are also times when you need verified project-specific skills. Microsoft Applied Skills is a new verifiable credential that validates that you have the targeted skills needed to implement critical projects aligned to business goals and objectives. Applied Skills gives you a new opportunity to put your skills centre-stage, empowering you to showcase what you can do and what you can bring to key projects in your organisation.

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What you’ll learn

After completing this course, students will be able to:

Describe Azure AI Services and considerations for using them
Describe Azure AI Foundry and considerations for using it
Identify appropriate developer tools and SDKs for an AI project
Describe considerations for responsible AI
Select a language model from the model catalog
Deploy a model to an endpoint
Test a model and improve the performance of the model
Describe capabilities of the Azure AI Foundry SDK
Use the Azure AI Foundry SDK to work with connections in projects
Use the Azure AI Foundry SDK to develop an AI chat app
Understand the development lifecycle when creating language model applications
Understand what a flow is in prompt flow
Explore the core components when working with prompt flow
Identify the need to ground your language model with Retrieval Augmented Generation (RAG)
Index your data with Azure AI Search to make it searchable for language models
Build an agent using RAG on your own data in the Azure AI Foundry portal
Understand when to fine-tune a model
Prepare your data to fine-tune a chat completion model
Fine-tune a base model in the Azure AI Foundry portal
Describe an overall process for responsible generative AI solution development
Identify and prioritise potential harms relevant to a generative AI solution
Measure the presence of harms in a generative AI solution
Mitigate harms in a generative AI solution
Prepare to deploy and operate a generative AI solution responsibly
Understand model benchmarks
Perform manual evaluations
Assess your generative AI apps with AI-assisted metrics
Configure evaluation flows in the Azure AI Foundry portal

Microsoft Azure at Lumify Work

As part of Lumify Group, Lumify Work has skilled more people in Microsoft technologies than any other organisation in Australia and New Zealand. We have a campus in the Philippines, too. We offer the broadest range of instructor-led training courses, from end user to architect level. We are proud to be the winner of the Microsoft MCT Superstars Award for FY24, which formally recognises us as having the highest quality Microsoft Certified Trainers in ANZ.

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Who is the course for?

This course is designed for data scientists and AI engineers with existing knowledge of generative AI models and Python who want to create, customise, and deploy their own Copilots.

Course subjects

Plan and prepare to develop AI solutions on Azure
Choose and deploy models from the model catalog in Azure AI Foundry portal
Develop an AI app with the Azure AI Foundry SDK
Get started with prompt flow to develop language model apps in the Azure AI Foundry
Develop a RAG-based solution with your own data using Azure AI Foundry
Fine-tune a language model with Azure AI Foundry
Implement a responsible generative AI solution in Azure AI Foundry
Evaluate generative AI performance in Azure AI Foundry portal

Prerequisites

You should be familiar with fundamental AI concepts and services in Azure. Consider completing the Microsoft Azure AI Fundamentals course first.
You should also be proficient in programming with Python or Microsoft C#.

Microsoft - Training Solutions Partner - Microsoft Certified Trainers - MCT Superstars Award FY24

Terms & Conditions

The supply of this course by Lumify Work is governed by the booking terms and conditions. Please read the terms and conditions carefully before enrolling in this course, as enrolment in the course is conditional on acceptance of these terms and conditions.

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Offers

Accelerate Copilot adoption with up to 50% off training

The promise of AI and Microsoft 365 Copilot in particular is clear. Microsoft research demonstrates that Copilot adoption results in: Significant time savings across departments Improved efficiency in document creation and communication Enhanced employee satisfaction and reduced repetitive tasks Copilot boosts creativity and makes data-driven insights more accessible than ever before. But how can businesses realise these benefits at scale? As the 2024 Work Trend Annual Report noted: “We’ve come to the hard part of any tech disruption: moving past experimentation to business transformation. Just as we saw with the advent of the internet or the PC, business transformation comes with broad adoption.” Training drives effective AI adoption Key findings of a recent Australian Government trial of Microsoft 365 Copilot highlight the importance of AI skilling: Capability challenges were a key barrier to adoption; participants needed both tailored training that provided agency-specific use cases and general generative AI training in prompt engineering. 75% of participants who received three or more forms of training were confident in their ability to use Copilot -- 28 points higher than those who received just one form of training. Training enhanced confidence in Copilot use and was most effective when tailored to an agency’s specific context. Identifying specific use cases for Copilot could lead to greater use of Copilot. Lumify is here to help Setting up a Copilot trial? Rolling out this incredible technology across your business or within a specific team? Talk to us! We can design a tailored training plan for you. Unlock the offer code by 30 September 2025 and access these limited-time discounts: 50% off private, customised training for 10 or more students 25% off seats on our publicly scheduled training courses Terms and Conditions Offers valid only on Microsoft Authorised courses booked by 30 September 2025 and delivered by 31 December 2025. To redeem, the customer must unlock the code on the offer page and mention this to their Lumify Work Account Manager or a customer service representative during booking. Not applicable in conjunction with any other Lumify Work special offers or packages. All other standard Lumify Work Terms and Conditions apply. Lumify Work reserves the right to modify or terminate this promotion at any time.

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