If you’re looking to build new skills or advance your career, these online courses can help you get started. Our editorial team reviewed dozens of highly rated programs, student reviews, course content, instructor quality, and enrollment numbers to create this list of the 10 Best Mlops Certification Online Courses, Training Programs, Classes, Tutorials, and Certifications available today.
Whether you’re a beginner or an experienced professional, these courses offer flexible learning options designed to help you gain practical knowledge and real-world skills at your own pace.
10 Best Mlops Certification Courses, Training, Classes & Tutorials Online
| Course Name | Enrolled Students (Count) | Reviews (count) |
|---|---|---|
| 1. Docker Masterclass for Machine Learning and Data Science Our Best Pick | 33455+ | 690+ |
| 2. Deployment of Machine Learning Models | 25380+ | 4022+ |
| 3. Testing and Monitoring Machine Learning Model Deployments | 4750+ | 363+ |
| 4. MLOps Fundamentals: CI/CD/CT Pipelines of ML with Azure Demo | 4518+ | 894+ |
| 5. Katonic MLOps Certification Course | 570+ | 65+ |
| 6. Learn & Deploy Data Science Web Apps with Streamlit | 233+ | 21+ |
| 7. Machine Learning Deployment For Professionals | 153+ | 11+ |
| 8. YOLO: Custom Object Detection in Python | 101+ | 15+ |
| 9. Complete MLOps Bootcamp | From Zero to Hero in Python 2022 | 40+ | 6+ |
| 10. MLOps, Machine Learning Operations for beginners | 1+ | 0+ |
Online learning has become one of the most convenient and affordable ways to develop professional skills, prepare for certification exams, and stay competitive in today’s job market. The courses below were selected based on course quality, student feedback, instructor reputation, and overall value.
1. Docker Masterclass for Machine Learning and Data Science by Jordan Sauchuk, Ligency I Team, Ligency Team Udemy Course Our Best Pick
Learn how to containerize and deploy your ML projects with Docker
At the time of writing, more than 33455+ students have enrolled in this course and shared over 690+ reviews.
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2. Deployment of Machine Learning Models by Soledad Galli, Christopher Samiullah Udemy Course
Learn how to integrate robust and reliable Machine Learning Pipelines in Production
At the time of writing, more than 25380+ students have enrolled in this course and shared over 4022+ reviews.
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3. Testing and Monitoring Machine Learning Model Deployments by Christopher Samiullah, Soledad Galli Udemy Course
ML testing strategies, shadow deployments, production model monitoring and more
At the time of writing, more than 4750+ students have enrolled in this course and shared over 363+ reviews.
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4. MLOps Fundamentals: CI/CD/CT Pipelines of ML with Azure Demo by J Garg – Real Time Learning Udemy Course
MLOps fundamentals of Continuous Integration & Continuous Delivery (CI/CD) using Azure DevOps & Azure Machine Learning
At the time of writing, more than 4518+ students have enrolled in this course and shared over 894+ reviews.
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5. Katonic MLOps Certification Course by Katonic MLOps Platform Udemy Course
Understand the concepts of MLOps, Kubernetes, Docker & learn how to build an E2E use case on Katonic MLOps Platform
At the time of writing, more than 570+ students have enrolled in this course and shared over 65+ reviews.
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6. Learn & Deploy Data Science Web Apps with Streamlit by Gusksra R, Data Science Anywhere Udemy Course
Learn, Develop and Deploy Streamlit web app for Data Science application using just Python
At the time of writing, more than 233+ students have enrolled in this course and shared over 21+ reviews.
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7. Machine Learning Deployment For Professionals by Eduonix Learning Solutions Udemy Course
Learn to deploy and scale your machine learning solutions
At the time of writing, more than 153+ students have enrolled in this course and shared over 11+ reviews.
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8. YOLO: Custom Object Detection in Python by Gusksra R, Data Science Anywhere Udemy Course
YOLO: Custom Data Object Detection Model in Python
At the time of writing, more than 101+ students have enrolled in this course and shared over 15+ reviews.
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9. Complete MLOps Bootcamp | From Zero to Hero in Python 2022 by Data Bootcamp Udemy Course
Advanced hands-on bootcamp of MLOps with MLFlow, Scikit-learn, CI/CD, Azure, FastAPI, Gradio, SHAP, Docker, DVC, Flask..
At the time of writing, more than 40+ students have enrolled in this course and shared over 6+ reviews.
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10. MLOps, Machine Learning Operations for beginners by Dat Art Udemy Course
Machine Learning models from experimentation to production
At the time of writing, more than 1+ students have enrolled in this course and shared over 0+ reviews.
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