Implementing MLOps on Google Cloud
This course is part of MLOps with Google Cloud Platform.
Course Cost
₹ 20,760
Intermediate
Skill Level
4 Weeks
Self-paced lessons
This comprehensive course addresses the challenges of deploying ML models in production environments using Google Cloud Platform. Students learn to build effective data pipelines, implement model versioning, and establish monitoring systems. The curriculum covers collaboration between data engineers and scientists, automated prediction pipelines, and best practices for tracking model performance and artifacts.
What you'll learn
Implement ML models in production environments
Build automated data pipelines for predictions
Monitor and measure model performance metrics
Manage model and data versioning effectively
Track and store model artifacts
Optimize collaboration between data engineers and scientists
Skills you'll gain
This course includes:
PreRecorded video
Graded assignments, Exams
Access on Mobile, Tablet, Desktop
Limited Access access
Shareable certificate
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There are 4 modules in this course
The course focuses on practical implementation of MLOps using Google Cloud Platform. Students learn to develop and maintain ML pipelines, monitor model performance, and manage data artifacts. The curriculum covers essential aspects of model deployment, pipeline automation, and performance optimization through hands-on case studies and real-world applications.
The Machine Learning Pipeline
Module 1
The Model in the Pipeline
Module 2
Monitoring Model Performance
Module 3
Training Artifacts and Model Store
Module 4
Fee Structure
Individual course purchase is not available - to enroll in this course with a certificate, you need to purchase the complete Professional Certificate Course. For enrollment and detailed fee structure, visit the following: MLOps with Google Cloud Platform
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Faculties
These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.
Frequently asked Questions
Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.









