AI-INFRA 100: AI Infrastructure
AI-INFRA 100: AI Infrastructure by Mirantis equips IT professionals, DevOps engineers, and data center specialists with foundational skills to design and manage GPU-powered AI infrastructure, addressing the industry-wide challenge of deploying scalable AI workloads—where 78% of enterprises report infrastructure complexity as a top barrier. The course delivers hands-on understanding of AI-specific computing, networking, storage, and MLOps.
This course prepares learners for the NVIDIA-Certified Associate: AI Infrastructure and Operations (NCA-AIIO) certification exam. Koenig Solutions provides official vendor-authorized courseware and 30-day lab access, ensuring mastery of real-world AI deployment scenarios and career advancement in high-demand AI engineering roles.
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Course Overview
The Mirantis AI-INFRA 100: AI Infrastructure course is designed for technical professionals responsible for deploying and managing GPU-powered systems to support modern AI workloads. This intermediate-level training provides a comprehensive foundation in AI-specific infrastructure, differentiating it from traditional IT environments. Targeted at roles such as AI Infrastructure Engineers, Cloud Platform Operations Engineers, and Site Reliability Engineers, the course addresses a critical industry need—enterprises deploying AI systems must manage specialized GPU resources, high-performance networking, and scalable cluster architectures. With 78% of large organizations now investing in dedicated AI infrastructure, this training equips professionals with in-demand skills to support production-grade AI environments.
Participants in the AI-INFRA 100: AI Infrastructure course gain hands-on experience with key technologies including Kubernetes, NVIDIA GPU orchestration, InfiniBand networking, UFM (Unified Fabric Manager), and k0rdent AI. The course includes practical labs conducted in a containerized training environment using Docker and Terraform, where students build and configure GPU clusters, implement cluster networking, and deploy scalable infrastructure for AI workloads. One key project involves provisioning a Kubernetes-native AI platform that integrates GPU resources and high-performance networking, simulating real-world deployment scenarios used in enterprise data centers and cloud environments.
The Mirantis AI-INFRA 100: AI Infrastructure course prepares learners for roles in high-growth areas of cloud and AI operations, aligning with the vendor’s Kubernetes-native AI infrastructure certification path. Graduates are well-positioned for positions such as AI Infrastructure & Platform Operations Engineer, with salaries ranging from $60,000 to over $105,000 annually based on experience. Koenig Solutions enhances this learning journey with Guaranteed-to-Run scheduling and official Mirantis courseware, ensuring consistent access to up-to-date training. Completing the AI-INFRA 100: AI Infrastructure course empowers professionals to lead the deployment and operation of next-generation AI systems in scalable, production-ready environments.
What You'll Learn
Skills You'll Gain
Prerequisites
- To succeed in AI-INFRA 100: AI Infrastructure by Mirantis, students must possess experience with the Linux command line (bash), basic understanding of containerization (Docker/Kubernetes), and familiarity with cloud-native networking concepts. Additionally, students should have basic proficiency in Linux shell scripting and a clear understanding of GPU vs. CPU compute architectures. Filling these technical gaps before starting is essential to ensure you are fully prepared to navigate the specialized infrastructure requirements covered in the Mirantis curriculum.
Meet the Experts Invested in Your Success
Certified instructors and course authors who guide you from the first session to certification
What's Included in Your Training
Every enrollment comes packed with resources to maximise your learning and exam success
Exam Preparation Materials
Practice Test Questions (200+)
Certificate of Completion
Post-Training Support (30 days)
Session Recording Access
Free Rescheduling (7+ days notice)
Career Outcomes
of AI-INFRA 100: AI Infrastructure certified professionals report career advancement within 6 months
Salary Impact
Average salary increase reported after obtaining the AI-INFRA 100: AI Infrastructure certification
*Source: Glassdoor / LinkedIn 2025
Job Roles
- AI Infrastructure Engineer
- GPU Cluster Administrator
- MLOps Infrastructure Engineer
- AI Systems Engineer
- HPC Engineer
- Cloud AI Infrastructure Specialist
Companies Hiring
and 5,000+ organizations worldwide seeking AI-INFRA 100: AI Infrastructure certified professionals
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.”
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“I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”
Enterprise Client ✓ Verified -
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“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.”
PL-300 Certified ✓ Verified -
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“From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”
AZ-305 Expert ✓ Verified -
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“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.”
100+ Learners Trained ✓ Verified -
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“SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”
SC-300 Certified ✓ Verified -
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“AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”
AI-102 Certified ✓ Verified -
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“DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”
DP-600 Certified ✓ Verified -
★★★★★
“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
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.”
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.”
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.”
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.”
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.”
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.”
SC-300 Certified ✓ Verified -
★★★★★
“AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”
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.”
DP-600 Certified ✓ Verified -
★★★★★
“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
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.”
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.”
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.”
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.”
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.”
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.”
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.”
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.”
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.”
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.”
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.”
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.”
SC-300 Certified ✓ Verified
-
★★★★★
“AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”
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.”
DP-600 Certified ✓ Verified -
★★★★★
“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
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.”
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.”
DP-600 Certified ✓ Verified -
★★★★★
“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
AZ-400 Team Training ✓ Verified
Frequently Asked Questions
Everything you need to know about the AI-INFRA 100: AI Infrastructure training course
Is the certification exam included in the AI-INFRA 100: AI Infrastructure course, and what is the exam fee if separate?
What training formats does Koenig offer for AI-INFRA 100: AI Infrastructure, and do they provide Guaranteed-to-Run scheduling?
How long is lab access provided for AI-INFRA 100: AI Infrastructure, and what type of lab environment is used?
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What are the prerequisites or experience needed for AI-INFRA 100: AI Infrastructure?
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