What you'll learn
- Find and load datasets with Hugging Face Datasets
- Clean, label, and batch text the simple way
- Fine-tune a small Transformer for classification
- Measure accuracy and improve step by step
- Save and share your model on the Hugging Face Hub
- Build an easy demo with Gradio
- Publish your app on Hugging Face Spaces
- Explain your projects with a clear model card
Why Is This Machine Learning with Hugging Face Bootcamp Awesome?
Because this is the most comprehensive and FUN course online for you to learn new machine learning skills using Hugging Face! It's all about getting hands-on with project-based learning, so that you'll actually deeply understand the material and be able to apply it in the real-world.
But what’s this face-hugging thing, you ask?
The good news is that we can confirm it's not the face-hugging alien from Alien.

The even better news is that Hugging Face is one of the most important ecosystems for the world of modern Machine Learning and AI. You can think of Hugging Face as the homepage of all things Machine Learning and AI!
Companies such as OpenAI, Google and Apple all share their open-source models there. Individuals can create their own profiles and begin building their ML/AI portfolios.
And it doesn’t stop there.
Hugging Face makes working with state-of-the-art AI and Machine Learning models surprisingly easy for beginners while still allowing extreme versatility for more advanced users.
You’ll learn about and utilize the full HuggingFace ecosystem, including:
- The powerful Hugging Face Transformers library for customizing machine learning models in text, computer vision, audio, video, and even a mixture of all of them with multimodal models, for both inference and training.
- The Hugging Face Datasets library to easily access and share AI datasets for Audio, Computer Vision, and Natural Language Processing (NLP) tasks.
- The Hugging Face Hub, an online platform that allows people to easily collaborate, build, and share their machine learning projects.
- And lots more!
We’ll be covering plenty of ground in this course...including writing lots of code together! Because the best way to learn is to dive in and get your hands dirty, right?
That’s why the skills and information in this course are taught through real-world projects, where you’ll customize real machine learning models with Hugging Face as the base, including text classification models, object detection models, large (and small) language models, vision language models and more!
What Else Should I Know?
By becoming a ZTM member you'll not only get access to all our courses, bytes, and projects.
But you’ll also get to join our exclusive live online community classroom to learn alongside thousands of students, alumni, mentors, TAs and Instructors.
Most importantly, you'll be learning from an industry professional (Daniel Bourke) that has actual real-world experience using Hugging Face as a Machine Learning Engineer. He teaches you the exact strategies and techniques he uses in his daily life.
Finally, as with all ZTM courses, this course is a living thing. It will be constantly updated as the landscape changes so you can use it as your go-to resource for building Hugging Face projects now and throughout your career.
Join 1,000s of Zero To Mastery graduates that have gotten hired and are now working at companies like Google, Tesla, Amazon, Apple, IBM, JP Morgan, Facebook, Shopify + other top tech companies.
They come from all different backgrounds, ages, and experiences. Many even started as complete beginners.
So there's no reason it can't be you too.
And you have nothing to lose. Because you can start learning right now and if this course isn't everything you expected, we'll refund you 100% within 30 days. No hassles and no questions asked.
When's the best time to get started? Today!
There's never a bad time to learn in-demand skills. But the sooner, the better. So start learning Machine Learning and Hugging Face today by joining the ZTM Academy. You'll have a clear roadmap to developing the skills to build your own projects, get hired, and advance your career.
Join Zero To Mastery Now



