Certified MLOps Professional (CMLOP)
The Certified MLOps Professional (CMLOP) by Global Skill Development Council (GSDC) equips machine learning engineers, data scientists, and DevOps professionals with skills to automate model deployment, manage ML lifecycles, and ensure scalable AI systems in production—solving the critical industry challenge that 33% of IT leaders face in hiring qualified ML talent. Trusted by over 250,000 professionals globally, this certification delivers practical frameworks for real-world MLOps implementation.
This course prepares you for the GSDC Certified MLOps Professional (CMLOP) certification with official vendor-authorized courseware and 30-day lab access for hands-on practice. You’ll gain a globally recognized credential that validates your expertise in production-grade ML operations, positioning you to lead high-impact AI initiatives and accelerate career growth in enterprise AI roles.
Training Formats & Pricing
100% Happiness Guarantee · Free Rescheduling · Secure Payment
Course Overview
The Certified MLOps Professional (CMLOP) by the Global Skill Development Council (GSDC) equips data engineers, ML engineers, and DevOps professionals with the skills to automate, deploy, and monitor machine learning models in production environments. Designed for those aiming to bridge the gap between data science and operations, this certification covers the full MLOps lifecycle—from experiment tracking and model versioning to CI/CD workflows and monitoring. With demand for MLOps expertise rising, 70% of AI hiring now focuses on individual contributors who can ship models to production, making CMLOP a strategic credential for professionals in this high-growth field.
Participants gain hands-on experience with industry-standard tools including MLflow for experiment tracking and model registry, Docker and Kubernetes for containerization and orchestration, GitHub Actions for CI/CD automation, and TFX pipelines for scalable ML workflows. The course includes a capstone project where learners build an end-to-end MLOps pipeline, integrating tools like Prometheus and Grafana for real-time monitoring. Using self-paced labs and expert-led resources, students configure automated training, deployment, and drift detection systems, simulating real-world scenarios such as A/B testing and model rollback in production-grade environments.
The GSDC Certified MLOps Professional (CMLOP) certification is globally recognized and validates practical proficiency in managing ML lifecycles at scale. With the median MLOps salary reaching $184,000 in the U.S., this credential opens pathways to senior technical roles in top sectors like technology, manufacturing, and financial services. Koenig Solutions enhances preparation with official courseware, 1-on-1 training, and a Guaranteed-to-Run schedule, ensuring learners master both the exam and real-world applications. Earning the CMLOP certification positions professionals to lead scalable AI initiatives and advance into high-impact roles in enterprise machine learning operations.
What You'll Learn
Prerequisites
- Basic Understanding of Machine Learning: Familiarity with fundamental concepts of machine learning, including supervised and unsupervised learning, algorithms, and model evaluation metrics.
- Programming Skills: Proficient in at least one programming language widely used in machine learning, such as Python or R.
- Basic Knowledge of Data Handling: Understanding of basic data manipulation and analysis techniques, including the use of data libraries like Pandas or NumPy.
- Familiarity with Cloud Platforms: Introductory knowledge of cloud computing concepts, particularly in relation to deploying machine learning models on cloud services.
- Understanding of Version Control Systems: Basic experience with version control tools like Git, which is essential for collaborating on MLOps projects.
Certification Exam
Everything you need to know about the Certified MLOps Professional (CMLOP) certification exam
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 Certified MLOps Professional (CMLOP) certified professionals report career advancement within 6 months
Salary Impact
Average salary increase reported after obtaining the Certified MLOps Professional (CMLOP) certification
*Source: Glassdoor / LinkedIn 2025
Job Roles
- Certified MLOps Professional (CMLOP) Engineer
- Machine Learning Engineer
- ML Infrastructure Engineer
- AI Platform Engineer
- DevOps Engineer specializing in MLOps
- Machine Learning Operations Specialist
Companies Hiring
and 5,000+ organizations worldwide seeking Certified MLOps Professional (CMLOP) 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 -
★★★★★
“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 Certified MLOps Professional (CMLOP) training course
Is the Certified MLOps Professional (CMLOP) exam included in the training cost, and what is the exam fee?
What training formats are available for the Certified MLOps Professional (CMLOP) course, and is it Guaranteed-to-Run?
How long is lab access provided, and what type of lab environment is used for the CMLOP course?
What is Koenig's rescheduling and cancellation policy for the CMLOP training course?
What is the format, number of questions, passing score, and time limit for the CMLOP exam?
How long is the CMLOP certification valid, and what is the renewal process and cost?
What post-training support does Koenig provide after completing the CMLOP course?
What are the prerequisites or recommended experience levels for the Certified MLOps Professional (CMLOP) certification?
What career impact and salary increase can CMLOP certification provide with real figures?
How does Koenig's CMLOP training compare to self-study in terms of effectiveness and exam success?
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