Save for later
MLOps Tools
MLflow and Hugging Face
This course covers two of the most popular open source platforms for MLOps (Machine Learning Operations): MLflow and Hugging Face. We’ll go through the foundations on what it takes to get started in these platforms with basic model and dataset operations. You will start with MLflow using projects and models with its powerful tracking system and you will learn how to interact with these registered models from MLflow with full lifecycle examples. Then, you will explore Hugging Face repositories so that you can store datasets, models, and create live interactive demos.
By the end of the course, you will be able to apply MLOps concepts like fine-tuning and deploying containerized models to the Cloud. This course is ideal for anyone looking to break into the field of MLOps or for experienced MLOps professionals who want to improve their programming skills.
Get a Reminder
| Rating | Not enough ratings |
|---|---|
| Length | 5 weeks |
| Effort | 4 weeks of study, 3-5 hours/week |
| Starts | Jul 3 (earlier today) |
| Cost | $49 |
| From | Duke University via Coursera |
| Instructors | Noah Gift, Alfredo Deza |
| Download Videos | On all desktop and mobile devices |
| Language | English |
| Subjects | Programming Data Science |
| Tags | Computer Science Data Science Software Development Machine Learning |
Get a Reminder
Similar Courses
Careers
An overview of related careers and their average salaries in the US. Bars indicate income percentile.
The North Face: eCommerce Asset Coordinator $47k
Game Face Certified Sales Executive $53k
The North Face: Lab Coordinator $59k
The North Face: Merchandising Planner $64k
Face Painter $68k
The North Face: Planning Analyst $71k
Face Designer $72k
caricature artist, airbrush t-shirt artist, face painter, henna tattoo $77k
The North Face: Community Marketing Manager $82k
Face/ Front End Technical Artist Lead $130k
Write a review
Your opinion matters. Tell us what you think.
Please login to leave a review
| Rating | Not enough ratings |
|---|---|
| Length | 5 weeks |
| Effort | 4 weeks of study, 3-5 hours/week |
| Starts | Jul 3 (earlier today) |
| Cost | $49 |
| From | Duke University via Coursera |
| Instructors | Noah Gift, Alfredo Deza |
| Download Videos | On all desktop and mobile devices |
| Language | English |
| Subjects | Programming Data Science |
| Tags | Computer Science Data Science Software Development Machine Learning |
Similar Courses
Sorted by relevance
Like this course?
Here's what to do next:
- Save this course for later
- Get more details from the course provider
- Enroll in this course
