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DevOps and MLOps Fundamentals
This course is part of Machine Learning Operations.
Course Cost
₹ 38,343
Beginner
Skill Level
4 Weeks
Self-paced lessons
Comprehensive course covering the integration of DevOps, DataOps, and MLOps practices for machine learning solutions. Learn to build and deploy ML applications using modern tools like GitHub Copilot, Gradio, and Hugging Face. Master containerization, cloud deployment, and high-performance computing with Rust for ML applications.
What you'll learn
Build interactive ML applications using modern web frameworks
Develop efficient command-line tools for ML applications
Implement high-performance solutions using Rust
Master containerization and cloud deployment
Create integrated DevOps and MLOps pipelines
Optimize ML workflows using modern tools
Apply best practices in data operations
Implement end-to-end ML solutions
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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Get a Completion Certificate
Share your certificate with prospective employers and your professional network on LinkedIn.
CREATED BY
PROVIDED BY
Top companies offer this course to their employees
Top companies provide this course to enhance their employees' skills, ensuring they excel in handling complex projects and drive organizational success.
There are 5 modules in this course
This comprehensive course teaches the integration of DevOps, DataOps, and MLOps practices for machine learning operations. Students learn to build end-to-end ML solutions using modern tools and frameworks. The curriculum covers MLOps fundamentals, essential math for data science, pipeline development, and advanced topics like Rust implementation for high-performance computing. Key focus areas include containerization, cloud deployment, and AI-powered development tools.
Introduction to MLOps
Module 1
Essential Math and Data Science
Module 2
Operations Pipelines: DevOps, DataOps, MLOps
Module 3
End to End MLOps and AIOps
Module 4
Rust for MLOps: The Practical Transition from Python to Rust
Module 5
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: Machine Learning Operations
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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.
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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.