Microsoft Develop Generative AI Apps in Azure AI Foundry Portal

On this accelerated Microsoft: Develop Generative AI Apps in Azure AI Foundry portal course, you’ll learn how to build generative AI applications that use language models with prompt flow to provide value to your users.

In just 1 day, you’ll also learn to:

• Deploy a model to an endpoint
• Improve the performance of a language model
• Understand the development lifecycle of a large language model (LLM) app
• Understand core components and explore flow types
• Explore connections and runtimes
• Explore variants and monitoring options
• Understand how to ground your language model
• Make your data searchable
• Build an agent with prompt flow
• Understand when to fine-tune a language model
• Prepare your data to fine-tune a chat completion model
• Explore fine-tuning language models in Azure AI Studio
• Assess the model performance
• Manually evaluate the performance of a model
• Assess the performance of your generative AI apps
• Plan a responsible generative AI solution
• Identify potential harms
• Measure potential harms
• Mitigate potential harms
• Operate a responsible generative AI solution

At the end of this course, you’ll achieve your Microsoft: Develop Generative AI Apps in Azure AI Foundry Portal Certification.

Through Firebrand’s Lecture | Lab | Review methodology, you’ll get certified at twice the speed of the traditional training and access courseware, learn from certified instructors, and train in a distraction-free environment.

Audience

This course is ideal for:

• Data Scientists: Professionals who analyze and interpret complex data to help companies make decisions.
• AI Engineers: Engineers who build and deploy AI models and applications. 
• Intermediate Level Learners: Individuals with a basic understanding of AI concepts and Azure services.

• Module 1: Introduction to Azure AI Foundry
• Module 2: Explore and deploy models from the model catalogue
• Module 3: Get started with prompt flow
• Module 4: Build a RAG-based agent with your own data
• Module 5: Fine-tune a language model
• Module 6: Evaluate the performance of generative AI apps
• Module 7: Responsible generative AI

There is no exam related to this course.

Before attending this accelerated course, you should:

• Be familiar with fundamental AI concepts and services in Azure.
• Consider completing the Get Started with Artificial Intelligence learning path first.

Your accelerated course includes:

• Accommodation *
• Meals, unlimited snacks, beverages, tea and coffee *
• On-site exams **
• Exam vouchers **
• Practice tests **
• Certification Guarantee ***
• Courseware
• Up-to 12 hours of instructor-led training each day
• 24-hour lab access
• Digital courseware **

* For residential training only. Accommodation is included from the night before the course starts. This doesn't apply for online courses.
** Some exceptions apply. Please refer to the Exam Track or speak with our experts.
*** Pass first time or train again free as many times as it takes, unlimited for 1 year. Just pay for accommodation, exams, and incidental costs.

Seven reasons why you should sit your course with Firebrand Training

• Two options of training. Choose between residential classroom-based, or online courses
• You'll be certified fast. With us, you’ll be trained in record time
• Our course is all-inclusive. A one-off fee covers all course materials, exams**, accommodation* and meals*. No hidden extras.
• Pass the first time or train again for free. This is our guarantee. We’re confident you’ll pass your course the first time. But if not, come back within a year and only pay for accommodation, exams and incidental costs
• You’ll learn more. A day with a traditional training provider generally runs from 9 am – 5 pm, with a nice long break for lunch. With Firebrand Training you’ll get at least 12 hours/day of quality learning time, with your instructor
• You’ll learn faster. Chances are, you’ll have a different learning style to those around you. We combine visual, auditory and tactile styles to deliver the material in a way that ensures you will learn faster and more easily
• You’ll be studying with the best. We’ve been named in the Training Industry’s “Top 20 IT Training Companies of the Year” every year since 2010. As well as winning many more awards, we’ve trained and certified over 135,000 professionals

*For residential training only. Doesn't apply for online courses
**Some exceptions apply. Please refer to the Exam Track or speak with our experts

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