Microsoft Fabric with MLOPS
Microsoft Fabric with MLOPS equips data scientists, data engineers, and AI engineers with skills to streamline machine learning workflows using integrated DevOps practices in Microsoft’s unified analytics platform. As 75% of data science projects fail to reach production (Gartner), this course solves deployment bottlenecks by teaching model tracking with MLflow, automated pipelines, and batch prediction generation—critical for organizations adopting AI at scale.
This course prepares learners for the Microsoft Certified: Fabric Analytics Engineer Associate certification (Exam DP-600), featuring official vendor-authorized courseware and 30-day lab access at Koenig. Graduates gain industry-recognized credentials to accelerate careers in enterprise AI deployment.
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Course Overview
The Microsoft Fabric with MLOPS course by Microsoft is designed to equip data professionals with the skills to implement end-to-end data science and machine learning solutions using the unified analytics platform. Aligned with the DP-604T00 curriculum, this training prepares learners for the “Implement a data science and machine learning solution with Microsoft Fabric” Applied Skills credential. It is ideal for data scientists, data engineers, and AI engineers who are responsible for building, evaluating, and deploying machine learning models. With 92% of Fortune 500 companies adopting Azure-based analytics services, demand for Microsoft Fabric expertise is rapidly growing across industries requiring scalable MLOps workflows.
This course covers core technologies including Microsoft Fabric notebooks, Data Wrangler, MLflow, SynapseML, and Azure Portal, providing hands-on experience in a cloud-based lab environment. Students engage in practical labs where they preprocess real-world datasets, train machine learning models using scikit-learn, track experiments with MLflow, and deploy models to generate batch predictions. A key project involves building an MLOps pipeline that moves a trained model from a development workspace to production using cross-workspace logging, simulating enterprise deployment scenarios. Through these exercises in the Azure Portal, learners gain proficiency in managing the full lifecycle of machine learning models within Microsoft Fabric’s integrated SaaS environment.
By completing this course, participants are prepared for the Microsoft Applied Skills certification in data science and machine learning on Microsoft Fabric, a credential recognized by leading cloud employers. Certified professionals report average salary increases of 20%, with data scientists leveraging Fabric tools earning median salaries of $135,000 in North America. Koenig Solutions enhances this training with Guaranteed-to-Run scheduling, official Microsoft courseware, and access to expert instructors for personalized guidance. Upon completion, learners are positioned to lead AI initiatives, drive data-driven decision-making, and advance into senior roles such as Machine Learning Engineer or Cloud Data Architect.
What You'll Learn
Prerequisites
- Course Overview
- Microsoft Fabric with MLOPS by Microsoft is a comprehensive platform that integrates data engineering, machine learning, and MLOps to streamline AI deployment. As detailed in the official Microsoft DP-600 certification learning paths, the platform provides a unified environment that combines lakehouses, workspaces, and MLOps tools to facilitate scalable AI solutions. Designed for data scientists and engineers, this platform empowers organizations to accelerate AI innovation and improve operational efficiency. By leveraging the integrated capabilities of Microsoft Fabric, professionals can build, deploy, and manage machine learning models within a secure and compliant ecosystem.
- Prerequisites
- Proficiency in Python for data analysis and machine learning tasks.
- Practical experience with MLflow for tracking experiments and managing model lifecycles.
- Familiarity with Azure Data Lake Storage Gen2 and its role in cloud-based analytics.
- Knowledge of Microsoft Fabric core components including lakehouses and workspaces.
- Competency equivalent to the DP-600 certification level regarding data engineering and analytics workloads.
- Hands-on experience working with notebooks in a cloud-based data science environment.
Certification Exam
Everything you need to know about the Microsoft Fabric with MLOPS 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 Microsoft Fabric with MLOPS certified professionals report career advancement within 6 months
Salary Impact
Average salary increase reported after obtaining the Microsoft Fabric with MLOPS certification
*Source: Glassdoor / LinkedIn 2025
Job Roles
- MLOps Engineer
- AI Engineer
- Cloud DevOps Engineer
- Machine Learning Operations Specialist
- Generative AI Operations Engineer
- Azure AI Engineer
Companies Hiring
and 5,000+ organizations worldwide seeking Microsoft Fabric with MLOPS 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 Microsoft Fabric with MLOPS training course
Is the certification exam included in the Microsoft Fabric with MLOps course, and what is the cost if separate?
What training formats does Koenig offer for Microsoft Fabric with MLOps, and is Guaranteed-to-Run scheduling available?
How long is lab access provided, and what environment is used for Microsoft Fabric with MLOps training?
What is Koenig's rescheduling and cancellation policy for the Microsoft Fabric with MLOps course?
What is the format, number of questions, passing score, and time limit for the Microsoft Fabric with MLOps certification exam?
How long is the Microsoft Fabric with MLOps certification valid, and what is the renewal process and cost?
What post-training support does Koenig provide after completing the Microsoft Fabric with MLOps course?
What prerequisites or prior experience are recommended for enrolling in the Microsoft Fabric with MLOps course?
What salary increase or career impact can professionals expect after earning the Microsoft Fabric with MLOps certification?
How does instructor-led Microsoft Fabric with MLOps training compare to self-study in terms of effectiveness and pass rates?
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