MLOps Tools: MLflow and Hugging Face
This course is part of Machine Learning Operations.
Course Cost
₹ 38,999
Beginner
Skill Level
4 Weeks
Self-paced lessons
In this comprehensive course, you'll master two essential MLOps platforms: MLflow and Hugging Face. The course covers streamlined machine learning lifecycle management, project and model management, tracking systems, and model deployment. You'll learn to create new MLflow projects, utilize Hugging Face models and datasets, and deploy solutions to the cloud. The curriculum includes hands-on experience with containerization, CI/CD automation, and real-world applications. Perfect for both aspiring MLOps professionals and experienced practitioners seeking to enhance their skills in machine learning operations.
What you'll learn
Create and manage MLflow projects for model registration
Utilize Hugging Face models and datasets effectively
Deploy containerized machine learning solutions
Implement CI/CD pipelines for model deployment
Integrate with cloud platforms like Azure
Perform model fine-tuning and optimization
Create interactive demos using Hugging Face Spaces
Skills you'll gain
This course includes:
PreRecorded video
Quizzes, Ungraded Labs, Discussion Prompts
Access on Mobile, Tablet, Desktop
Limited Access access
Shareable certificate
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There are 4 modules in this course
The course provides a comprehensive introduction to MLOps tools, focusing on MLflow and Hugging Face. Students learn to manage the complete machine learning lifecycle, from project creation to model deployment. The curriculum covers essential concepts including project management, model tracking, containerization, and cloud deployment. Practical aspects include working with APIs, automation with GitHub Actions, and integration with cloud platforms. The course also addresses important considerations like fine-tuning models and ethical sourcing of datasets.
Introduction to MLflow
Module 1
Introduction to Hugging Face
Module 2
Deploying Hugging Face
Module 3
Applied Hugging Face
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: 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.
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.




