MLOps on Azure: From Data Science to Deployment Intermediate
MLOps on Azure: From Data Science to Deployment equips data scientists and machine learning engineers with skills to automate model lifecycle management, addressing the industry challenge where 87% of models never reach production. This course teaches CI/CD automation, infrastructure as code with Bicep, and model monitoring using Azure Machine Learning and GitHub Actions, aligning with real-world MLOps practices used by enterprises scaling AI solutions.
Prepare for the Microsoft Certified: Machine Learning Operations Engineer Associate (AI-300) exam with Koenig’s official vendor-authorized courseware and 30-day lab access. Gain hands-on expertise in deploying secure, scalable MLOps pipelines on Azure, enabling career advancement into high-demand roles with median salaries exceeding $134,000.
Training Formats & Pricing
100% Happiness Guarantee · Free Rescheduling · Secure Payment
Course Overview
The Microsoft course MLOps on Azure: From Data Science to Deployment prepares professionals for the DP-100 exam and the Microsoft Certified: Azure Data Scientist Associate certification, targeting roles such as MLOps Engineer and ML Platform Engineer. While core Azure administration skills covered in AZ-104 training provide the essential foundation for cloud infrastructure, this course focuses on the specialized automation required for machine learning workflows. Participants master Azure Machine Learning, GitHub Actions, Azure CLI, Bicep, and Azure AI Studio to build reproducible CI/CD pipelines that streamline model training, registration, and deployment within secure, scalable enterprise environments.
What You'll Learn
Prerequisites
- Proficiency in Python or R programming for data analysis and model development
- Hands-on experience building and training machine learning models to solve real-world problems
- Basic understanding of Azure Machine Learning concepts and services
- Practical experience managing GitHub repositories and implementing version control
- Knowledge of setting up and maintaining CI/CD pipelines with GitHub Actions
- Intermediate familiarity with Azure services such as compute, storage, and networking for scalable ML deployment
Certification Exam
Everything you need to know about the MLOps on Azure: From Data Science to Deployment 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 MLOps on Azure: From Data Science to Deployment certified professionals report career advancement within 6 months
Salary Impact
Average salary increase reported after obtaining the MLOps on Azure: From Data Science to Deployment certification
*Source: Glassdoor / LinkedIn 2025
Job Roles
- MLOps Engineer
- AI Operations Engineer
- Machine Learning Engineer
- Cloud AI Engineer
- Generative AI Engineer
- ML Infrastructure Specialist
Companies Hiring
and 5,000+ organizations worldwide seeking MLOps on Azure: From Data Science to Deployment certified professionals
Course Student Reviews
Real results from IT professionals who trained with Koenig — rated 4.9/5 from 18,400+ verified reviews.
-
★★★★★
“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 MLOps on Azure: From Data Science to Deployment training course
Is the certification exam included in the course fee for MLOps on Azure: From Data Science to Deployment, and what is the exam fee if separate?
What training formats does Koenig offer for MLOps on Azure: From Data Science to Deployment, and do they include Guaranteed-to-Run scheduling?
How long is lab access provided, and what type of environment is used for hands-on practice in MLOps on Azure: From Data Science to Deployment?
What is Koenig's rescheduling and cancellation policy for MLOps on Azure: From Data Science to Deployment, and are there any fees?
What is the format, number of questions, passing score, and time limit for the Microsoft certification exam related to MLOps on Azure: From Data Science to Deployment?
How long is the Microsoft certification earned through MLOps on Azure: From Data Science to Deployment valid, and what is the renewal process and cost?
What post-training support does Koenig provide after completing MLOps on Azure: From Data Science to Deployment?
What prerequisites or recommended experience are needed before taking MLOps on Azure: From Data Science to Deployment?
What is the average salary for professionals certified in MLOps on Azure, and how does it impact career growth?
How does instructor-led training for MLOps on Azure: From Data Science to Deployment compare to self-study in terms of success rate and skill retention?
Still have questions?
Chat with a Training Advisor →Resources
Learn more about MLOps on Azure: From Data Science to Deployment before you enroll
Demystifying MLOps: The Future of Machine Learning Operations
With the rapid advancements in technology, the field of machine learning has become a hot spot in the industry. One of the key aspects of th…
Read GuideDecoding MLOps on Azure: Revolutionizing Data Science Deployment
IntroductionIn the rapidly evolving digital world, data science has become a key player in driving business strategies and decision-making.…
Read ArticleHappiness Guarantee
We are so confident in the quality of our training that we offer a full money-back guarantee. Not satisfied? Contact us within 24 hours of your first session — we'll refund you completely, no questions asked.
