MLOps Enablement with Red Hat AI Enterprise (AI500)
MLOps Enablement with Red Hat AI Enterprise (AI500) equips data scientists, machine learning engineers, and platform architects with proven open-source MLOps practices to break down silos and accelerate model deployment. Only 14% of enterprises have successfully scaled AI, according to Red Hat, due to fragmented workflows—this immersive course bridges that gap through hands-on collaboration on Red Hat OpenShift AI and GitOps, simulating real-world team alignment from ideation to production.
This course prepares learners for Red Hat Certified Specialist in AI and Machine Learning, leveraging Koenig’s official vendor-authorized courseware and 30-day lab access. Graduates gain a shared MLOps culture, enabling faster, secure, and compliant AI innovation across their organizations.
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Course Overview
MLOps Enablement with Red Hat AI Enterprise (AI500) is a five-day immersive course by Red Hat designed to equip technical and operational teams with the skills to implement successful MLOps adoption. While not tied to a specific certification exam, this course is essential for data scientists, machine learning engineers, MLOps engineers, platform engineers, architects, and IT managers seeking to bridge organizational silos in AI deployment. With 94% market demand for MLOps specialists in 2025, this training addresses a critical industry need, preparing cross-functional teams to collaborate effectively on AI initiatives and accelerate model deployment in enterprise environments.
Participants gain hands-on experience with key Red Hat technologies including Red Hat OpenShift AI, Red Hat OpenShift GitOps, and Predictive AI, within a lab environment built on OpenShift. Students configure a full MLOps workflow, building automated training pipelines, implementing data versioning with Feast feature stores, and deploying models using MinIO for storage and Gitea for source control. The course culminates in a real-world project where teams take a predictive intelligent application from ideation through inner-loop experimentation to production, applying canary and blue-green deployment patterns while integrating monitoring and security guardrails.
This course prepares professionals to lead AI transformation initiatives using open-source solutions, enhancing career prospects in a high-demand field. MLOps engineers command total compensation between $175,000 and $340,000, reflecting the role's strategic importance. Koenig Solutions supports this learning with official Red Hat courseware and Guaranteed-to-Run scheduling, ensuring uninterrupted access to training. Upon completion, participants are equipped to drive innovation, streamline model deployment, and contribute to their organization's AI-driven success in an evolving technological landscape.
What You'll Learn
Skills You'll Gain
Prerequisites
- Foundational knowledge of MLOps and GenAIOps lifecycles, including model training, evaluation, and deployment pipelines.
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 AI500 certified professionals report career advancement within 6 months
Salary Impact
Average salary increase reported after obtaining the AI500 certification
*Source: Glassdoor / LinkedIn 2025
Job Roles
- MLOps Engineer
- Machine Learning Engineer
- AI Platform Engineer
- MLOps Platform Architect
- Senior MLOps Engineer
- AI Operations Lead
Companies Hiring
and 5,000+ organizations worldwide seeking AI500 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.”
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 -
★★★★★
“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 AI500 training course
Is the certification exam included in the MLOps Enablement with Red Hat AI Enterprise (AI500) course, and what is the exam fee if separate?
What training formats does Koenig offer for MLOps Enablement with Red Hat AI Enterprise (AI500), and is there a Guaranteed-to-Run schedule?
How long is lab access provided for the MLOps Enablement with Red Hat AI Enterprise (AI500) course, and what environment is used?
What is Koenig's rescheduling and cancellation policy for the MLOps Enablement with Red Hat AI Enterprise (AI500) course?
What is the format, number of questions, passing score, and time limit for the Red Hat Certified Specialist in OpenShift AI (EX267) exam associated with this course?
How long is the Red Hat Certified Specialist in OpenShift AI certification valid, and what is the renewal process and cost?
What post-training support does Koenig provide after completing the MLOps Enablement with Red Hat AI Enterprise (AI500) course?
What are the prerequisites or prior experience needed for the MLOps Enablement with Red Hat AI Enterprise (AI500) course?
What career impact or salary benefits can professionals expect after completing the MLOps Enablement with Red Hat AI Enterprise (AI500) course and earning the EX267 certification?
How does instructor-led training for MLOps Enablement with Red Hat AI Enterprise (AI500) at Koenig compare to self-study in terms of effectiveness and exam success?
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