HuggingFace Courses

Transfer Learning in NLP and the Birth of the Transformers Library

Learn about the creation of HuggingFace's Transformers library from co-founder Thomas Wolf. Understand the role of transfer learning in NLP in under an hour.

• YouTube
• 43 minutes
• On-Demand
• Free Online Course

How to Add Machine Learning Capabilities With Just a Few Lines of Code

Learn to integrate machine learning capabilities into products with minimal code in this HuggingFace webinar. Build a VSCode extension using the Hugging Face Inference API.

• YouTube
• 37 minutes
• On-Demand
• Free Online Course

The Future of Natural Language Processing

Explore the future of Natural Language Processing with HuggingFace's Science lead, Thomas Wolf. Delve into current trends, limits, and future directions in a 1-2 hour study.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Online Course

Food for Diffusion

Join Patrick Esser from HuggingFace for a deep dive into generating textures with diffusion and advanced training techniques. Less than 1-hour workload.

• YouTube
• 34 minutes
• On-Demand
• Free Online Course

Stable Diffusion and Friends - High-Resolution Image Synthesis via Two-Stage Generative Models

Explore the history of generative image models with Robin Rombach, co-creator of Stable Diffusion, in this under 1-hour material from HuggingFace.

• YouTube
• 28 minutes
• On-Demand
• Free Online Course

Beyond Text - Giving Stable Diffusion New Abilities

Dive into Stable Diffusion with Justin Pinkey from Lambda Labs, exploring advanced techniques like face variation and super resolution in under an hour. Offered by HuggingFace.

• YouTube
• 31 minutes
• On-Demand
• Free Online Course

Few-Shot Learning in Production

Join HuggingFace and Intel AI for a workshop on training and deploying few-shot language models. Learn techniques like SetFit, model compression, inference acceleration, and deployment.

• YouTube
• 1 hour 22 minutes
• On-Demand
• Free Online Course

Reinforcement Learning from Human Feedback - From Zero to ChatGPT

Explore the basics of Reinforcement Learning from Human Feedback (RLHF) and its application in ML tools like ChatGPT with HuggingFace. Delve into Natural Language Processing and RL in a 1-2 hour session.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Online Course

Reinforcement Learning from Human Feedback - From Zero to ChatGPT

Explore the basics of Reinforcement Learning from Human Feedback (RLHF) and its application in ML tools like ChatGPT with HuggingFace. Delve into Natural Language Processing and RL in a 1-2 hour talk.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Online Course

XLS-R: Large-Scale Cross-Lingual Speech Representation Learning on 128 Languages

Learn large-scale cross-lingual speech representation with HuggingFace's XLS-R model, covering 128 languages. Enhance speech processing tasks in under an hour.

• YouTube
• 27 minutes
• On-Demand
• Free Online Course

Hugging Face Workshops - Pretraining Language Models & CodeParrot

Join HuggingFace's live workshop for an in-depth exploration of pre-training language models and CodeParrot, a new language model that can write code. Less than 1-hour workload.

• YouTube
• 58 minutes
• On-Demand
• Free Online Course

Managed Training with Amazon SageMaker and Transformers

Explore the integration of Amazon SageMaker and Hugging Face Transformers in this under 1-hour material by HuggingFace. Learn preprocessing, S3 integration, and hyperparameter search.

• YouTube
• 25 minutes
• On-Demand
• Free Online Course

Building Machine Learning Applications Fast

Learn to build machine learning apps swiftly with Gradio, guided by CEO Abubakar Abid, in under an hour. Offered by HuggingFace.

• YouTube
• 23 minutes
• On-Demand
• Free Online Course

Get Your Own Tokenizer With Transformers and Tokenizers

Learn to build and train a custom tokenizer with Transformers in less than an hour, taught by a machine learning engineer at HuggingFace.

• YouTube
• 23 minutes
• On-Demand
• Free Online Course

Simple Training with the Transformers Trainer

Learn to train Transformer models with HuggingFace's Trainer API in less than an hour, guided by machine learning engineer, Lewis.

• YouTube
• 27 minutes
• On-Demand
• Free Online Course