Learn Hugging Face by Building a Custom AI Model
29
September
2024
Learn Hugging Face by Building a Custom AI Model
.MP4, AVC, 1920x1080, 30 fps | English, AAC, 2 Ch | 6h 32m | 1.91 GB
Instructor: Daniel Bourke
Learn the Hugging Face ecosystem from scratch including Transformers, Datasets, Hub/Spaces, and more by building and customizing your own AI text classification model and launch it for use in the real-world!
Gain real-world experience by learning how to utilize Hugging Face to solve practical problems with your own AI text classification model!
What you'll learn
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!
More Info
Gain real-world experience by learning how to utilize Hugging Face to solve practical problems with your own AI text classification model!
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!
More Info
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