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AI-300 Exam Prep

AI-300 Exam Prep from Microsoft teaches data scientists, machine learning engineers, and DevOps professionals to design, implement, and operate MLOps and GenAIOps solutions on Azure. It directly addresses the pain point of moving AI models from development to reliable, scalable production environments with automation, monitoring, and collaboration across teams. The associated exam requires a passing score of 700.

This course prepares learners for the Microsoft Certified: Machine Learning Operations Engineer Associate certification using official vendor-authorized courseware. Koenig's Guaranteed-to-Run dates ensure flexible scheduling, positioning graduates for in-demand AIOps roles with enhanced production AI expertise.

04 Hours (1 Days)
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1-on-1 USD 100
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Self-Paced USD 199
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Course Overview

The Microsoft AI-300 Exam Prep course is designed for data scientists, AI engineers, and DevOps professionals preparing for the Microsoft Certified: Machine Learning Operations Engineer Associate certification. This training equips candidates with the expertise needed to operationalize machine learning and generative AI solutions on Azure, covering critical responsibilities such as designing MLOps and GenAIOps infrastructure, managing model lifecycle operations, and implementing observability. With AI adoption accelerating—78% of enterprises now deploying AI systems at scale—this certification validates in-demand skills at the intersection of data science, DevOps, and generative AI operations.

Students gain hands-on experience with core Microsoft technologies including Azure Machine Learning, Microsoft Foundry, GitHub Actions, Bicep, Azure CLI, and MLflow. Through lab exercises in the Azure Portal, learners configure secure workspaces, automate resource provisioning using infrastructure as code, and deploy end-to-end machine learning pipelines. A key project involves building a retrieval-augmented generation (RAG) system with prompt versioning and monitoring, simulating real-world deployment of generative AI agents in production environments. These labs emphasize automation, CI/CD workflows, and responsible AI practices aligned with industry standards.

This AI-300 Exam Prep training prepares candidates for a globally recognized Microsoft certification that validates expertise in enterprise AI operations. Certified professionals report average salary increases of 20–25%, with AI operations roles in North America averaging $135,000 annually. Koenig Solutions enhances preparation with official Microsoft courseware, 1-on-1 mentoring, and a Guaranteed-to-Run schedule, ensuring access to training. Earning this credential positions professionals to lead scalable, secure AI deployments, driving digital transformation across modern cloud environments.

What You'll Learn

Design and implement MLOps infrastructure on Azure to streamline AI deployment and improve model reliability, essential for organizations adopting Microsoft Azure Machine Learning.
Implement the machine learning model lifecycle using Azure Machine Learning to accelerate model development, deployment, and management, ensuring faster time-to-market.
Deploy and manage foundation models with Microsoft Foundry, enabling scalable AI solutions that meet enterprise needs and enhance operational efficiency.
Configure identity and access management for Azure workspaces to secure sensitive AI data and ensure compliance with industry standards.
Implement observability for generative AI with Azure monitoring to gain real-time insights, optimize performance, and quickly troubleshoot AI systems.
Optimize RAG (Retrieval-Augmented Generation) performance in Microsoft Foundry environments, boosting AI accuracy and response times for enterprise applications.

Prerequisites

Recommended knowledge before taking this course
  • Candidates should possess AZ-900 or equivalent foundational knowledge to succeed in this course, which aligns with current certifications like AI-102 or DP-100. Proficiency in Python programming for data science and machine learning is required to build effective AI solutions. Familiarity with Azure Machine Learning workspace resources and compute targets is crucial for deploying models efficiently on Microsoft Azure. Practical knowledge of GitHub Actions and Git for source control enhances your ability to manage AI projects. Understanding infrastructure as code using Bicep and Azure CLI is vital for automating deployments. Knowledge of the entire machine learning model lifecycle, including training, deployment, and monitoring, is fundamental for building scalable solutions. Experience deploying and managing generative AI models using Azure OpenAI Service is essential for mastering modern AI implementations.
  • AI-102 and DP-100 Exam Prep by Microsoft is a comprehensive course designed to equip learners with the skills needed for AI deployment on Azure. This training covers essential topics such as Python programming for data science, Azure Machine Learning workspace management, and deploying AI models efficiently. With over 10,000 professionals trained since 2020, Microsoft certification programs are recognized globally for their industry relevance. The course emphasizes practical skills like using GitHub Actions for CI/CD, infrastructure as code with Bicep, and managing the AI model lifecycle. Completing this prep enhances your ability to develop, deploy, and monitor AI solutions confidently, opening doors to advanced roles in AI development. Enroll now to gain expertise from Microsoft-certified instructors and join a community of AI professionals transforming industries worldwide.
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Certification Exam

Everything you need to know about the AI-300 certification exam

Exam Details
Exam Name
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
Mandatory 24-hour wait after first failure; 14-day interval for subsequent attempts; maximum 5 attempts per 12-month period.
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AI-300 Exam Prep

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What's Included in Your Training

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

Career Outcomes

78%

of AI-300 certified professionals report career advancement within 6 months

Salary Impact

+20%

Average salary increase reported after obtaining the AI-300 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
  • MLOps Engineer
  • Machine Learning Operations Engineer
  • Azure AI Engineer
  • Generative AI Operations Specialist
  • AI Infrastructure Engineer
  • Data Science Operations Lead

Companies Hiring

5,000+
Microsoft Accenture Deloitte IBM Amazon JPMorgan Chase Goldman Sachs Capgemini Infosys TCS

and 5,000+ organizations worldwide seeking AI-300 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.

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-300 training course

Is the Microsoft AI-300 Exam Prep certification fee included in the course price?
The official AI-300 Exam Prep certification fee is not included in your Koenig Solutions tuition. You must purchase the exam separately. Fees typically range from $165 to $200 via Pearson VUE. Candidates manage their own exam scheduling directly through the Microsoft Learn portal or the official Pearson VUE website.
Which training formats does Koenig Solutions offer for the AI-300 Exam Prep course?
Koenig Solutions provides the AI-300 Exam Prep course through live instructor-led online sessions, classroom training, and self-paced modules. Our live sessions are Guaranteed-to-Run to prevent cancellations. The self-paced format includes 8 hours of high-quality video content, offering you flexible, structured access to master complex AI engineering concepts at your own speed.
How long is lab access provided for the AI-300 Exam Prep training?
You receive 30 days of lab access starting from your course date. These cloud-based Azure sandbox environments allow you to practice real-world MLOps and GenAIOps scenarios. You will gain hands-on experience using Azure Machine Learning and Microsoft Foundry, specifically focusing on model deployment, monitoring, and infrastructure as code (IaC) tasks using Bicep and CLI.
What is the Koenig Solutions rescheduling policy for the AI-300 Exam Prep course?
Koenig offers free rescheduling for the AI-300 Exam Prep course up to 7 days before your start date. Cancellations within 7 days incur a 15% administrative fee. Cancellations made less than 24 hours before the start result in a full charge. Please initiate all scheduling changes through the official Koenig student portal.
What is the structure, duration, and passing requirement for the AI-300 exam?
The AI-300 exam features 40–60 questions, including case studies, multiple-choice, and interactive labs, with a 120-minute limit. You must achieve a score of 700 out of 1000 to pass. Proctored via Pearson VUE, the exam validates your expertise in MLOps, GenAIOps, model lifecycle management, and AI system optimization on the Azure platform.
How long is the Microsoft AI-300 certification valid, and how do I renew it?
The Microsoft AI-300 certification remains valid for one year. You can renew your credential annually by completing a free, unproctored assessment on Microsoft Learn. This 45-minute assessment covers the latest updates to Azure AI services. You must complete this renewal before your certification expires to ensure your professional status remains active.
What post-training support does Koenig provide after the AI-300 Exam Prep course?
After your AI-300 Exam Prep course, Koenig provides 30 days of dedicated mentor support via email and chat. You also gain access to recorded sessions and community forums. We offer personalized guidance on exam registration, resume optimization for AI engineering roles, and expert recommendations for retakes to ensure you achieve your certification goals.
What prerequisites are recommended for the AI-300 Exam Prep course?
We recommend hands-on experience with Python, Azure Machine Learning, GitHub Actions, and IaC tools like Bicep or Azure CLI. A strong background in data science or AI engineering is essential. Familiarity with MLOps and generative AI workflows using Microsoft Foundry is highly beneficial, as these topics are core components of the AI-300 exam.
What career growth and salary potential follows the AI-300 certification?
Earning the AI-300 certification prepares you for high-demand roles like AI Engineer or MLOps Specialist, with U.S. salaries often ranging from $110,000 to $150,000. Microsoft reports that certified professionals see a 25% increase in job readiness and gain significant credibility when deploying production-grade, scalable AI solutions within complex Azure cloud environments.
How does Koenig's AI-300 Exam Prep compare to independent self-study?
Koenig’s AI-300 Exam Prep provides a structured path with expert instructors and hands-on labs, unlike unguided self-study. With a 92% pass rate, our training ensures faster preparation and personalized feedback. This approach saves you significant time and provides the practical confidence needed to pass the exam and excel in your AI engineering career.
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