Hugging Face Ecosystem in Practice
Free Intermediate course · 10 lessons · 2 weeks · Certificate on completion
Find, run, fine-tune, and share models with Transformers, Datasets, and Spaces. Across 10 lessons you'll move from fundamentals to a portfolio-ready outcome — at your own pace, with quizzes after each lesson and a final exam to certify your mastery.
What you'll learn
- Navigating the Hub
- Model cards and licences
- Transformers pipelines
- Tokenizers in practice
- Datasets library basics
- Training with Trainer
Skills you'll pick up
- Navigating the Hub
- Model cards and licences
- Transformers pipelines
- Tokenizers in practice
- Datasets library basics
- Training with Trainer
Tools covered
- Hugging Face
- Real-world projects
- Quizzes
- Final exam
Course modules
Module 1: Navigating the Hub
Module 1 of Hugging Face Ecosystem in Practice. 3 lessons · 3h
Module 2: Model cards and licences
Module 2 of Hugging Face Ecosystem in Practice. 3 lessons · 3h
Module 3: Transformers pipelines
Module 3 of Hugging Face Ecosystem in Practice. 3 lessons · 3h
Module 4: Tokenizers in practice
Module 4 of Hugging Face Ecosystem in Practice. 1 lessons · 1h
Lessons in this course
- Navigating the Hub
- Model cards and licences
- Transformers pipelines
- Tokenizers in practice
- Datasets library basics
- Training with Trainer
- Evaluating with metrics
- Deploying on Spaces
- Inference endpoints
- Sharing your own model
Instructor
Oliver Grant — Head of AI Engineering
Oliver Grant is a Head of AI Engineering with years of hands-on experience teaching Hugging Face to thousands of learners worldwide.
Certificate
Finish every lesson and pass the final exam to earn a free, verifiable Learnera certificate for Hugging Face Ecosystem in Practice. It can be downloaded as a PDF and shared on LinkedIn.
Career outcomes
Median global salary $125,000 per year · median India salary ₹17,50,000 per year · 26,321 open roles worldwide
- Hugging Face Specialist
- Senior Hugging Face Lead
- Hugging Face Consultant
Frequently asked questions
Is the Hugging Face Ecosystem in Practice course free?
Yes. Every Learnera course, including Hugging Face Ecosystem in Practice, is completely free — lessons, quizzes, the final exam, and the certificate.
How long does Hugging Face Ecosystem in Practice take?
10 lessons, typically completed in 2 weeks at a comfortable pace.
Do I get a certificate?
Yes — pass the final exam and you receive a free, verifiable certificate you can share on LinkedIn.