What you'll learn
- How to prepare and process datasets using Hugging Face Datasets
- Techniques for training and fine-tuning text classification models with Hugging Face Transformers
- Methods for evaluating model performance using Hugging Face Evaluate
- Steps to deploy your trained model to the Hugging Face Hub
- How to create interactive demos for machine learning models using Gradio
- Practical experience in the full lifecycle of a machine learning project, from data preparation to deployment
Why Is This Hugging Face Project Awesome?
Because it'll take your AI and machine learning skills to the next level!
With this hands-on course you'll get to work directly with real-world data, building and training your own model to categorize text with accuracy. The course guides you through every step, from preparing your dataset to creating an interactive demo using Gradio, which you can proudly showcase on your Hugging Face profile.
By the end, you'll have not just theoretical knowledge, but a practical, deployable model that demonstrates your ability to tackle one of the most relevant challenges in AI today. Nothing is better than seeing your work in action (well...maybe other than showing it off to potential employers)!
Wait... What's a Project?
One of the most common things we hear from students is: "I want to build more projects!"
We love hearing that, because building projects is really the best way to learn. And unique, challenging projects can really make your portfolio stand out for potential employers.
But also...it just feel so good when you actually build something real!
That's why we've created ZTM Projects. A collection of comprehensive portfolio and practice projects that you can use to advance your knowledge, learn new skills, build your portfolio, and sometimes even just have fun!
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) that has actual real-world experience using Hugging Face. 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.
I'm a proud lifetime ZTM member. It's changed the trajectory of my life. The projects I built from ZTM courses made me stand out as the #1 candidate and landed me the job. Thanks to Andrei, Yihua, and the entire ZTM team, instructors, and community.
Who You Will Learn With
You're getting more than just a course
Our instructors, TAs, Mentors, Alumni, and fellow students go above and beyond to help guide you and ensure you're on the right path to achieve your goals. Our private ZTM Discord server is a key factor in taking your skills, confidence and career to the next level.
