HuggingFace Courses

Diffusion Policy - LeRobot Research Presentation 2

Explore Diffusion Policy for robotic control with researcher Cheng Chi, covering innovative approaches to decision-making and action generation in complex environments.

• YouTube
• 1 hour
• Self-Paced
• Free Video

ALOHA and ACT: Advancing Robot Learning - Research Presentation 1

Explore ALOHA and ACT methodologies for robotic learning, presented by Alexander Soare. Gain insights into cutting-edge research and advancements in robot manipulation techniques.

• YouTube
• 56 minutes
• Self-Paced
• Free Video

Assemble Koch v1.1 - LeRobot Tutorial 1

Learn to assemble the Koch v1.1 robot, a cost-effective and user-friendly modification of the original design. Explore bill of materials, CAD models, and compatibility with v1.0.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

The Power of Open Source - Building Giants in the Open

Explore open-source AI's production power through European founder insights, infrastructure stack tours, and investor strategies for sustainable monetization.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

Inference Providers - Best Way to Build with Open Source Models

Master Hugging Face's unified API for open-source AI models: chat completions, image generation, embeddings with Python examples, pricing insights, and production deployment tips.

• YouTube
• 19 minutes
• Self-Paced
• Free Video

Making an Open-Source Contribution in 7 Easy Steps

Discover how to make your first open-source contribution through 7 practical steps, including fixing bugs with Cursor and working with Trackio documentation.

• YouTube
• 11 minutes
• Self-Paced
• Free Video

Gemma 3 Model Discussion - Post-Training Methods

Dive into Hugging Face's analysis of Google's Gemma models, focusing on post-training techniques used in the development of these advanced AI systems.

• YouTube
• 34 minutes
• Self-Paced
• Free Video

Assemble and Calibrate SO-100 Robot Arm - Tutorial 7

Learn step-by-step assembly and calibration procedures for the SO-100 robotic arm, including component setup, wiring configuration, and precise calibration techniques.

• YouTube
• 14 minutes
• Self-Paced
• Free Video

Hugging Face Course - Fast Tokenizers and Token Classification Pipelines - Chapter 6

Explore fast tokenizers, token classification, question answering pipelines, and build custom tokenizers using BPE, WordPiece, and Unigram methods.

• YouTube
• 55 minutes
• Self-Paced
• Free Video

Hugging Face Course - Data Processing and Fine-tuning Techniques - Chapter 7

Master data processing techniques for NLP tasks including token classification, language modeling, translation, summarization, and question answering with Hugging Face.

• YouTube
• 47 minutes
• Self-Paced
• Free Video

Hugging Face Course - Loading and Managing Custom Datasets - Chapter 5

Discover how to load, manipulate, and manage custom datasets using Hugging Face's powerful tools for text embeddings and semantic search applications.

• YouTube
• 22 minutes
• Self-Paced
• Free Video

Hugging Face Course Chapter 3 - TensorFlow Version

Discover TensorFlow integration with Hugging Face for dataset preprocessing, model fine-tuning, and performance optimization in just 23 minutes.

• YouTube
• 23 minutes
• Self-Paced
• Free Video

Hugging Face Course Chapter 3 - PyTorch Version

Discover PyTorch integration with Hugging Face datasets, preprocessing, dynamic padding, Trainer API, and Accelerate for efficient model training workflows.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Hugging Face Course - Using Transformers - Chapter 2

Dive into the inner workings of Hugging Face pipelines, tokenizers, and model instantiation across PyTorch and TensorFlow frameworks.

• YouTube
• 36 minutes
• Self-Paced
• Free Video

How to Contribute to Open Source - 7 Easy Steps

Discover how to make your first open-source contribution in 7 simple steps, including a hands-on example of fixing a bug in Trackio using Cursor IDE.

• YouTube
• 11 minutes
• Self-Paced
• Free Video