This is the repository for the LinkedIn Learning course A Hands-On Introduction to Hugging Face for Developers. The full course is available from LinkedIn Learning.
Unlock the power of state-of-the-art natural language processing with "Hugging Face for Developers." In this course, Dhhyey Desai—a Google-certified Python expert and a Microsoft-certified instructor—provides a comprehensive introduction to the Hugging Face ecosystem, including its key features and benefits. Find out how to navigate the Model Hub, work with datasets, and fine-tune pre-trained models for various NLP tasks. Plus, complete a final project where you'll develop a conversational AI using the advanced Llama 3 model. Whether you're a beginner or an experienced developer, this course will equip you with the skills to leverage Hugging Face in your projects.
See the readme file in the main branch for updated instructions and information.
This repository has branches for each of the videos in the course. You can use the branch pop up menu in github to switch to a specific branch and take a look at the course at that stage, or you can add /tree/BRANCH_NAME to the URL to go to the branch you want to access.
The branches are structured to correspond to the videos in the course. The naming convention is CHAPTER#_MOVIE#. As an example, the branch named 02_03 corresponds to the second chapter and the third video in that chapter.
Some branches will have a beginning and an end state. These are marked with the letters b for "beginning" and e for "end". The b branch contains the code as it is at the beginning of the movie. The e branch contains the code as it is at the end of the movie. The main branch holds the final state of the code when in the course.
When switching from one exercise files branch to the next after making changes to the files, you may get a message like this:
error: Your local changes to the following files would be overwritten by checkout: [files]
Please commit your changes or stash them before you switch branches.
Aborting
To resolve this issue:
Add changes to git using this command: git add .
Commit changes using this command: git commit -m "some message"
Dhhyey Desai
Google-Certified Python Expert, Microsoft-Certified Instructor
Check out my other courses on LinkedIn Learning.