MLOps Zero to Hero

Name: MLOps Zero to Hero
Price: 9.99 USD
Availability: InStock
Rating: 4.7 (7254 reviews)

★4.7

(7,254 students)

11h

>_ What You'll Learn

Introduction to Machine Learning Operations (MLOps)
Transition from DevOps Engineers to MLOps Engineers
Machine Learning Basics for DevOps Engineers
Model Deployment and Monitoring in Production
End-to-End ML Pipeline Orchestration
Real-World MLOps Project

>_ Requirements

Fundamental understanding of DevOps
Basic understanding of DevOps concepts like Docker, Kubernetes and CI/CD.

/ Course Details & Curriculum

MLOps Zero to Hero is a practical, hands-on course designed to help engineers understand how machine learning systems are built, deployed, and operated in real production environments. The course focuses on the real challenges teams face after a model is trained versioning data, tracking experiments, deploying models, scaling inference, and managing ML workloads reliably.

You will start with the fundamentals of the ML lifecycle and gradually move into core MLOps practices. The course covers data and model versioning using DVC, experiment tracking with MLflow, and containerization using Docker. You will deploy models on Kubernetes, understand production-grade serving patterns, and implement Kubernetes-native inference using KServe.

The course also introduces AWS-based MLOps workflows, including Amazon SageMaker, to help you understand how managed platforms are used in real organizations. You will further explore Kubeflow to learn how ML pipelines and training workloads are orchestrated in Kubernetes environments.

Every concept is explained using simple examples and real-world workflows, with a strong emphasis on clarity and practical understanding rather than theory. By the end of the course, you will have a complete picture of how machine learning moves from experimentation to production — and the confidence to design, deploy, and operate MLOps systems in real projects.

Author and Instructor

Abhishek Veeramalla

Expert at Udemy

With years of hands-on experience in IT & Software, Abhishek Veeramalla has dedicated thousands of hours to teaching and mentorship. This course is the culmination of industry best practices and a proven curriculum that has helped thousands of students transition into professional roles.

Community Feedback

★★★★★

Michael Chen

Verified Enrollment

"This MLOps Zero to Hero course was exactly what I needed. The instructor explains complex IT & Software concepts clearly. Highly recommended!"

Sarah Johnson

Verified Enrollment

"I've taken many Udemy courses on cloud computing & architectural engineering, but this one stands out. The practical examples helped me land a job."

David Smith

Verified Enrollment

"Great value for money. The section on MLOps was particularly helpful."

Emily Davis

Verified Enrollment

"Excellent structure and pacing. I went from zero to hero in IT & Software thanks to this course. Lifetime access is a huge plus."

Common Questions

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Yes. When you enroll with a 90% coupon provided by CoursesWyn, you follow the same path as a paid student and are eligible for the official completion certificate from Udemy.

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