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Designing and Implementing an Azure AI Solution on Edge Devices Intermediate

'Designing and Implementing an Azure AI Solution on Edge Devices' by Microsoft equips AI engineers and data scientists with skills to deploy cloud-trained AI models to edge devices using containers and CI/CD, solving the critical industry challenge of low-latency, real-time inferencing for applications like autonomous systems. With 85% of enterprises adopting IoT by 2025 (IDC), this course addresses the urgent need for edge AI deployment expertise.

Prepare for the Microsoft Certified: Azure AI Engineer Associate (AI-102) certification with Koenig's official vendor-authorized courseware and 30-day lab access. Gain the ability to design scalable, secure AI solutions for edge environments, boosting your value in a market where certified Azure AI engineers command average salaries exceeding $130,000.

32 Hours (4 Days)
Live Online / Classroom
9+ professionals trained

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Self-Paced USD 199
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Course Overview

The Microsoft course Designing and Implementing an Azure AI Solution on Edge Devices prepares AI engineers and IoT developers for the AI-102: Designing and Implementing a Microsoft Azure AI Solution certification exam. This training is tailored for professionals pursuing roles such as Azure AI Engineer, IoT Edge Developer, and AI Solutions Architect. With 78% of enterprises adopting edge AI to improve real-time decision-making, this course meets growing industry demand for deploying intelligent systems directly on devices at the network edge. Participants will gain expertise in building secure, scalable AI solutions that integrate cloud intelligence with on-device processing.

Students engage with core Microsoft technologies including Azure IoT Edge, Azure AI Custom Vision, Azure IoT Hub, Azure Speech in Foundry Tools, and Azure Container Registry, using the Azure Portal and Visual Studio Code for hands-on labs. The course includes a practical lab where students build and deploy an image recognition solution for a self-checkout scenario, using a pre-trained Custom Vision model packaged in an IoT Edge module and integrating speech synthesis via Azure Speech. This real-world project enables learners to configure containerized AI models on edge devices, manage deployments through CI/CD pipelines, and monitor system performance using Azure IoT Hub.

This training prepares candidates for the Microsoft Azure AI Engineer Associate certification, a credential recognized across the tech industry for validating applied AI implementation skills. Certified professionals report average base salaries ranging from $130,000 to $165,000, reflecting strong market value. Koenig Solutions supports learners with official Microsoft courseware and a Guaranteed-to-Run schedule, ensuring timely access to training. Completing this path empowers engineers to lead AI-driven digital transformation initiatives, positioning them for advancement into senior AI and edge computing roles.

What You'll Learn

Deploy Microsoft Azure AI models to IoT Edge devices for real-time insights
Configure Azure IoT Edge runtime to efficiently run AI workloads on edge devices
Implement robust security measures for Azure AI on edge devices to protect data and operations
Monitor Azure IoT Edge module performance to ensure optimal AI functionality
Optimize AI inference on Azure Edge devices for faster response times and lower latency
Manage Azure IoT Hub device identities to streamline AI solution deployment and security

Prerequisites

Recommended knowledge before taking this course
  • Basic understanding of Azure IoT Edge architecture and deployment
  • Familiarity with Azure IoT Hub services and device management strategies
  • Knowledge of containerized applications and Docker fundamentals
  • Experience deploying and managing Azure resources through Azure portal or Azure Cloud Shell
  • Working knowledge of Azure AI services, including Cognitive Services and Custom Vision, as outlined in Microsoft’s Designing and Implementing an Azure AI Solution on Edge Devices course
  • Ability to configure, monitor, and troubleshoot IoT Edge devices connected to Azure IoT Hub
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Certification Exam

Everything you need to know about the Designing and Implementing an Azure AI Solution on Edge Devices certification exam

Exam Details
Exam Name
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
Microsoft permits a retake 24 hours after the first attempt, with extended waiting periods for subsequent attempts.
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Course Curriculum

Structured learning with hands-on labs and real-world scenarios

1
Day 1– Mastering Azure IoT Edge Fundamentals
Define Azure IoT Edge characteristics Identify essential IoT Edge components Solve complex IoT Edge scenarios Connect IoT Edge to Hub Deploy temperature simulator modules Track module deployment status Verify secure edge connectivity Evaluate edge versus cloud workloads
2
Day 2– Deploying Microsoft AI Edge Services
Implement edge language detection Deploy Microsoft AI service containers Configure text analytics modules Validate language detection accuracy Monitor AI service performance Integrate AI with edge runtimes Validate offline AI functionality Secure AI service endpoints
3
Day 3– Custom Vision for Edge Intelligence
Utilize exported Custom Vision models Build fruit classification modules Deploy vision modules to edge Capture live camera feeds Classify images locally offline Verify model inference accuracy Monitor image processing events Troubleshoot model deployment issues
4
Day 4– Real-time Edge Video Analytics
Deploy YOLO models to edge Configure Live Video Analytics Process video feeds locally Detect objects in real-time Test object detection solutions Analyze model inference results Optimize edge detection performance Integrate advanced monitoring tools
5
Day 5– MLOps for Azure Edge Solutions
Implement robust MLOps pipelines Automate model retraining workflows Configure CI/CD Azure DevOps Deploy using Kubernetes clusters Perform critical smoke testing Monitor deployment pipeline health Secure automated model updates Manage large edge fleets

What's Included in Your Training

Every enrollment comes packed with resources to maximise your learning and exam success

Career Outcomes

88%

of Designing and Implementing an Azure AI Solution on Edge Devices certified professionals report career advancement within 6 months

Salary Impact

+28%

Average salary increase reported after obtaining the Designing and Implementing an Azure AI Solution on Edge Devices certification

Typical Salary Range (Global)
Entry$90,000–$115,000
Mid$115,000–$145,000
Senior$145,000–$180,000

*Source: Glassdoor / LinkedIn 2025

Job Roles

6
  • Azure AI Engineer
  • AI Solutions Architect
  • Edge AI Developer
  • Cloud AI Integration Specialist
  • AI DevOps Engineer
  • Intelligent Edge Solutions Engineer

Companies Hiring

5,000+
Microsoft Accenture Deloitte Infosys Wipro TCS Capgemini IBM Cognizant Siemens

and 5,000+ organizations worldwide seeking Designing and Implementing an Azure AI Solution on Edge Devices certified professionals

Real Transformations

Course Student Reviews

Real results from IT professionals who trained with Koenig — rated 4.9/5 from 18,400+ verified reviews.

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  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
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