November 2022
Intermediate
2h 24m
English
Overview
Applied Hugging Face
Learn to use Hugging Face to solve real-world problems
- 1.0 Introduction to Applied Hugging Face Course
- 1.1 Introduction to Hugging Face Hub: models, datasets, spaces and access tokens
- 1.2 Using GPU enabled Codespaces
- 1.3 Using Hugging Face CLI
- 1.4 Working with Datasets
- 1.5 Working with Models
- 2.0 Introduction to Transformers and Fine-tuning vs Supervized Learning (Transfer Learning)
- 2.1 Using Hugging Face with GitHub GPU-enabled Codespaces for Fine-tuning
- 3.0 Introduction to Hugging Face Spaces
- 3.1 Using Hugging Face Spaces
- 3.2 Deploying Hugging Face Spaces applications with GitHub Actions
Topics Covered Include:
- Hugging Face
- Hugging Face Models
- Hugging Face Transformers
- Hugging Face Spaces
- Hugging Face Datasets
- GPU-enabled GitHub Codespaces
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