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AI-3004: Develop Computer Vision Solutions in Azure Beginner

AI-3004: Develop Computer Vision Solutions in Azure equips AI developers and cloud engineers with practical skills to build, train, and deploy custom vision models using Azure AI Vision services—solving the growing industry challenge of automating visual data analysis. With over 40% year-over-year growth in Azure AI job postings, this course delivers hands-on experience in image classification, object detection, and video analysis using real-world scenarios.

This course prepares learners for the Microsoft Applied Skills credential in building Azure AI Vision solutions. Koenig Solutions provides 30-day lab access and official vendor-authorized courseware, ensuring mastery through practice. Graduates gain the expertise to implement scalable computer vision systems that enhance operational efficiency across retail, manufacturing, and security domains.

8 Hours (1 Days)
Live Online / Classroom
94+ professionals trained

Training Formats & Pricing

1-on-1 USD 850
Dedicated instructor, your schedule Fastest
Public Batch USD 650
Group class, fixed schedule Most Popular
Self-Paced USD 199
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Course Overview

The Microsoft course AI-3004: Develop Computer Vision Solutions in Azure is designed for AI professionals, software developers, and data scientists seeking to build expertise in visual AI technologies using Microsoft’s cloud platform. This applied skills course aligns with the Microsoft Certified: Azure AI Engineer Associate credential and prepares learners for real-world implementation of computer vision solutions. Participants gain hands-on experience with Azure AI Vision services, focusing on image and video analysis, facial recognition, object detection, and text extraction. With over 95% of Fortune 500 companies using Azure, demand for skilled professionals who can deploy responsible and scalable vision solutions continues to grow, making this course essential for those advancing in AI engineering roles.

Students engage with core Azure services including Azure AI Vision, Azure AI Custom Vision, Azure Video Indexer, Azure AI Foundry, and the Azure Portal within guided lab environments. The course emphasizes practical application, requiring learners to build and configure solutions such as custom image classifiers, object detection models, and vision-enabled generative AI chat applications. In one key project, students develop a multimodal chatbot that interprets images using a deployed vision model in Azure AI Foundry, simulating real-world scenarios like customer support automation or visual data analysis. Using Python or C#, participants integrate SDKs and REST APIs to connect applications with AI services, ensuring they master both deployment and programmatic interaction in production-like settings.

By completing AI-3004: Develop Computer Vision Solutions in Azure, learners strengthen their readiness for the Microsoft Azure AI Engineer Associate certification, a credential recognized across enterprise environments for its rigor and relevance. Certified professionals report average annual salaries between $130,000 and $178,000 in the U.S., reflecting strong market value. Koenig Solutions enhances this path with Guaranteed-to-Run batches, official Microsoft courseware, and access to 1-on-1 instructor mentoring, ensuring personalized support. Graduates emerge equipped to lead AI vision initiatives, from intelligent document processing to real-time video analytics, positioning them at the forefront of innovation in industries like healthcare, retail, and autonomous systems.

What You'll Learn

Analyze images efficiently with Microsoft’s AI-3004: Develop Computer Vision Solutions in Azure, a comprehensive course that teaches you how to leverage Azure AI Vision for image analysis and recognition.
Classify images accurately using Azure AI Custom Vision in the AI-3004 course, enabling you to develop tailored image classification models for diverse applications.
Detect objects precisely with Azure AI Custom Vision in Microsoft’s AI-3004 training, empowering you to build intelligent solutions that identify multiple objects in images.
Recognize and analyze faces with Azure AI Face service through the AI-3004 course, giving you the skills to implement facial recognition and analysis in your projects.
Extract text from images seamlessly using Azure AI Vision Read API in the AI-3004 course, helping you automate data extraction from visual content.
Analyze video content effectively with Azure Video Indexer in Microsoft’s AI-3004 training, allowing you to create intelligent video analysis solutions that extract meaningful insights.

Skills You'll Gain

Azure AI Vision Computer Vision Image Analysis Custom Vision Models Azure Custom Vision Object Detection Image Classification Face Detection Text Recognition Azure Video Indexer Video Analysis Bounding Box Filtering Confidence Scoring Generative AI Azure AI Foundry Vision Studio Smart Cropping

Prerequisites

Recommended knowledge before taking this course
  • Experience programming with C# or Python to develop AI solutions
  • Familiarity with Microsoft Azure and navigating the Azure portal
  • Understanding of REST APIs and HTTP methods such as GET, POST, PUT, and DELETE
  • Basic knowledge of JSON data format and structure for data exchange
  • Experience integrating cloud-based AI services using SDKs for AI-3004: Develop Computer Vision Solutions in Azure
  • Understanding of image file formats like JPEG, PNG, and BMP, including their properties
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Certification Exam

Everything you need to know about the AI-3004 certification exam

Exam Details
Exam Name
AI-3004
Exam Cost
$0
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
Unlimited free retakes available for Microsoft AI-3004 skill validation
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AI-3004: Develop Computer Vision Solutions in Azure

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Course Curriculum

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

1
Day 1– Master Image Analysis
Provision Microsoft Azure AI Vision resources Perform automated image analysis tasks Generate intelligent smart-cropped thumbnails Execute background removal from images Leverage advanced image analysis features Explore Azure visual feature capabilities Hands-on Lab: Analyze complex images Implement automated image tagging workflows
2
Day 2– Advanced Text Extraction
Evaluate Microsoft AI text-reading options Read text using Azure AI Vision Extract printed and handwritten characters Integrate OCR and Read APIs effectively Process documents via layout analysis Hands-on Lab: Extract image text Analyze multi-page PDF document structures Deploy robust text extraction applications
3
Day 3– Facial Recognition Solutions
Design scalable face detection architectures Detect and analyze facial attributes Verify and identify unique faces Integrate facial recognition into apps Apply Microsoft Responsible AI standards Hands-on Lab: Detect facial features Compare faces for similarity metrics Manage secure person data storage
4
Day 4– Custom Object Detection
Utilize Microsoft Azure AI Custom Vision Train custom image classification models Build scalable classification client apps Hands-on Lab: Classify custom images Train specialized object detection models Detect objects within complex images Develop high-performance detection clients Hands-on Lab: Detect specific objects
5
Day 5– Video and Generative AI
Understand Microsoft Azure Video Indexer Extract deep insights from video Utilize professional Video Analyzer APIs Hands-on Lab: Analyze video content Explore powerful image-generation models Generate synthetic images with AI Create custom image generation apps Hands-on Lab: Generate AI images

What's Included in Your Training

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

Hands-On Lab

Live Lab Sandbox

Real Environment

Practice in a real lab environment with full access to the tools and services covered in the course.

30+ Guided Labs

30+

Step-by-step lab exercises designed to reinforce each module with practical, hands-on tasks.

Lab Manual Included

Full Guide

Comprehensive lab guide with detailed instructions, screenshots, and troubleshooting tips.

Post-Training Access

30 Days

30 days of extended lab access after your training ends so you can continue practicing.

Career Outcomes

78%

of AI-3004 certified professionals report career advancement within 6 months

Salary Impact

+22%

Average salary increase reported after obtaining the AI-3004 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

5
  • Azure AI Engineer
  • Computer Vision Engineer
  • AI Solutions Architect
  • Machine Learning Engineer
  • Cognitive Services Developer

Companies Hiring

5,000+
Microsoft Accenture Deloitte Capgemini Infosys TCS JPMorgan Chase IBM PwC Cognizant

and 5,000+ organizations worldwide seeking AI-3004 certified professionals

Meet Your Instructor

👤
Kuldeep Singh
6+
Years Exp.
5,000+
Students
4.9
Avg Rating

With an academic background in Computer Science and extensive experience in training corporate clients worldwide, I have developed strong expertise across a wide range of platforms and technologies, including Azure, CertNexus, Databricks, and AWS. I am well-versed in programming languages such as Python, Python for Machine Learning, R, Julia, and other object-oriented programming languages. I also hold multiple certifications, including DP-100, AI-102, AI-900, AZ-204, AZ-220, AZ-400, machine learning associate in Databricks and the AWS Machine Learning Specialty. Since the last few years I am also working with agentic AI technology where we can create agents specific to some task and also generic agents using GUI platform and also using code-based approach.

For the past five years, I have been associated with Koenig, where I have delivered high-quality training to clients across various industries. My industry exposure, technical proficiency, and passion for continuous learning enable me to consistently deliver results and contribute significant value to any organization.

 

Associated with Koenig since February 2020.


 

 

Real Transformations

Course Student Reviews

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

18,400+
Verified Reviews
4.9 / 5
Average Rating
95%
Would Recommend
1M+
Professionals Trained
  • ★★★★★

    “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

Frequently Asked Questions

Everything you need to know about the AI-3004 training course

Is the certification exam included in the AI-3004: Develop Computer Vision Solutions in Azure training, and what is the exam fee?
The AI-3004: Develop Computer Vision Solutions in Azure is an Applied Skills assessment, not a certification exam, costing $39 USD independently. Microsoft retired the standalone exam in June 2024, yet course content remains vital for skill development. Koenig’s training prepares learners for this assessment, which validates hands-on computer vision expertise in Microsoft Azure.
What training formats does Koenig offer for AI-3004: Develop Computer Vision Solutions in Azure, and is Guaranteed-to-Run scheduling available?
Koenig offers AI-3004: Develop Computer Vision Solutions in Azure in Live Online, 1-on-1, Classroom, and Self-Paced formats using official Microsoft courseware. Guaranteed-to-Run scheduling ensures every batch proceeds regardless of enrollment, even with one participant. This flexibility allows learners to attend with confidence, knowing their scheduled sessions will never be canceled.
How long is lab access provided, and what environment is used for AI-3004: Develop Computer Vision Solutions in Azure training?
Koenig provides 30 days of post-training lab access via a cloud-based sandbox. The labs use real Azure services, including Vision Studio and AI resources, allowing practice with image analysis, custom models, and video indexing. This live environment ensures practical experience with actual Microsoft tools and APIs required for the AI-3004: Develop Computer Vision Solutions in Azure.
What is Koenig’s rescheduling and cancellation policy for AI-3004: Develop Computer Vision Solutions in Azure training?
Koenig allows free rescheduling of AI-3004: Develop Computer Vision Solutions in Azure training with 7 days’ notice. Cancellations within 7 days incur a 15% administrative fee, while earlier cancellations receive a full refund. The 100% Happiness Guarantee ensures flexibility, supporting learners who face unexpected schedule changes during their professional development journey.
What is the exam format, number of questions, passing score, and time limit for AI-3004: Develop Computer Vision Solutions in Azure?
The AI-3004: Develop Computer Vision Solutions in Azure assessment is a 2-hour, performance-based lab exam. It evaluates tasks like building custom vision models and analyzing video without a fixed question count. It uses a scaled scoring system where 700 out of 1,000 is the passing score. The exam includes interactive case studies and live Azure tasks.
How long is the Microsoft Applied Skills credential for AI-3004: Develop Computer Vision Solutions in Azure valid, and how do I renew it?
The Microsoft Applied Skills credential for AI-3004: Develop Computer Vision Solutions in Azure does not expire, so no renewal is required. This distinguishes it from role-based certifications like Azure AI Engineer Associate, which require annual renewal. The credential remains on your Microsoft Learn profile indefinitely, showcasing your validated expertise in computer vision to potential employers.
What post-training support does Koenig provide after completing AI-3004: Develop Computer Vision Solutions in Azure?
Koenig offers 30 days of post-training support, including instructor access for doubt clearing, session recordings, and 6 hours of free trainer consultation. Learners also receive practice tests and a certificate of completion. This support ensures continued learning and confidence in applying computer vision solutions after finishing the AI-3004: Develop Computer Vision Solutions in Azure course.
What prerequisites or prior experience are needed to take the AI-3004: Develop Computer Vision Solutions in Azure course?
Learners should have programming experience in Python or C# and familiarity with the Azure portal before taking AI-3004: Develop Computer Vision Solutions in Azure. No prior AI/ML experience is mandatory, but foundational knowledge helps. Microsoft recommends completing the AI-900 Fundamentals course as a precursor for those new to Azure AI concepts and cloud services.
What is the average salary impact or career benefit after completing AI-3004: Develop Computer Vision Solutions in Azure training?
Professionals with Azure AI skills, including computer vision, earn an average of $130,000 annually in North America. Completing AI-3004: Develop Computer Vision Solutions in Azure enhances career prospects for roles like AI Developer or Cloud Solutions Architect, with a 25% higher job placement rate compared to non-certified peers, based on industry salary surveys.
How does instructor-led training for AI-3004: Develop Computer Vision Solutions in Azure compare to self-study options?
Instructor-led AI-3004: Develop Computer Vision Solutions in Azure training offers structured learning, real-time doubt resolution, and hands-on labs, increasing exam success rates by 40% over self-study. Self-study lacks mentorship and lab environments, while Koenig’s guided approach ensures mastery of complex topics like custom model training and video analysis within the Microsoft Azure ecosystem.
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