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Overview

Generative artificial intelligence (AI) is becoming more accessible through comprehensive development platforms like Microsoft Foundry. Learn how to build generative AI applications that use language models to interact with your users.
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What You'll Learn

  • Plan and prepare to develop AI solutions in Azure.
  • Select, deploy, and test models from the Azure AI Foundry model catalog.
  • Develop AI applications using the Azure AI Foundry SDK.
  • Use Prompt Flow to build language model–based apps.
  • Create RAG-based (Retrieval Augmented Generation) solutions with your own data.
  • Fine-tune language models for customized behavior.
  • Implement responsible generative AI practices.
  • Evaluate and optimize generative AI app performance in Azure AI Studio.

Who Should Attend

This course is designed for AI engineers and data scientists who want to build, manage, and deploy generative AI applications using Azure AI Foundry, Azure AI Studio, and related SDKs. Learners should understand fundamental AI concepts and have programming experience.
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Prerequisites

Before starting this module, you should be familiar with fundamental AI concepts and services in Azure. You should also have programming experience.

Learning Journey

Coming Soon...

Module 1: Plan and prepare to develop AI solutions on Azure
Microsoft Azure offers multiple services that enable developers to build amazing AI-powered solutions. Proper planning and preparation involves identifying the services you'll use and creating an optimal working environment for your development team.

Module 2: Select, deploy, and evaluate Microsoft Foundry models
Explore how to select appropriate models from the model catalog using benchmarks, deploy them to endpoints, and evaluate their performance using manual and automated approaches in Microsoft Foundry portal.

Module 3: Develop a generative AI chat app with Microsoft Foundry
Use Microsoft Foundry to develop generative AI chat applications with projects and the Responses API.

Module 4: Develop generative AI apps that use tools
Tools enable models to perform tasks and interact with external systems, enabling them to extend their capabilities beyond basic chat interactions.

Module 5: Optimize generative AI model performance with Microsoft Foundry
Explore complementary strategies to optimize generative AI model performance. Learn how to apply prompt engineering, ground your model with RAG, and fine-tune for consistent behavior—and when to combine these approaches.

Module 6: Implement a responsible generative AI solution in Microsoft Foundry
Generative AI enables amazing creative solutions but must be implemented responsibly to minimize the risk of harmful content generation.

 

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Frequently Asked Questions (FAQs)

  • Why get Microsoft certified?

    Microsoft certifications validate your skills and expertise in Microsoft technologies and solutions, demonstrating your ability to design, implement, and manage cutting-edge technologies.

    These certifications are globally recognized and highly sought after by employers, as they signify your proficiency in using Microsoft products and services to drive innovation and solve business challenges.

    Microsoft-certified professionals are in high demand, opening doors to new career opportunities and higher earning potential.

  • What to expect for the examination?

    Microsoft certification exams are designed to assess your knowledge and skills in specific Microsoft technologies and solutions.

    Exams typically consist of multiple-choice, multiple-select, and case study questions, and some may include lab simulations to evaluate your practical skills.

    Note: Certification requirements and policies may be updated by Microsoft from time to time. We apologize for any discrepancies; do get in touch with us if you have any questions.

  • How long is Microsoft certification valid for?

    Most Microsoft role-based and specialty certifications are valid for one year from the date of passing the exam.

    To maintain your certification, you will need to renew it annually by passing a free online assessment on Microsoft Learn.

    However, Microsoft Applied Skills credentials and Fundamentals certifications do not expire.

    Note: Certification requirements and policies may be updated by Microsoft from time to time. We apologize for any discrepancies; do get in touch with us if you have any questions.

  • Why take this course with Trainocate?

    Here’s what sets us apart:

    - Global Reach, Localized Accessibility: Benefit from our geographically diverse training hubs in 24 countries (and counting!).

    - Top-Rated Instructors: Our team of subject matter experts (with high average CSAT and MTM scores) are passionate to help you accelerate your digital transformation.

    - Customized Training Solutions: Choose from on-site, virtual classrooms, or self-paced learning to fit your organization and individual needs.

    - Experiential Learning: Dive into interactive training with our curated lesson plans. Participate in hands-on labs, solve real-world challenges, and take on comprehensive assessments.

    - Learn From The Best: With 30+ authorized training partnerships and countless awards from Microsoft, AWS, Google – you're guaranteed learning from the industry's elite.

    - Your Bridge To Success: We provide up-to-date course materials, helpful exam guides, and dedicated support to validate your expertise and elevate your career.

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Course Curriculum

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Frequently Asked Questions

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