HuggingFace Courses

Introduction to Multimodal AI with Hugging Face

Explore multimodal AI with Hugging Face—master CLIP, VLMs, Whisper, Diffusers, and agentic workflows while building safe, production-ready pipelines with safety filtering and adversarial testing.

• Coursera
• 4 weeks, 1 hour a week
• Self-Paced
• Paid Course

Getting Started with Hugging Face Transformers

Explore the Hugging Face ecosystem, run inference with the pipeline API, master tokenization, load models with AutoModel, and evaluate model cards to confidently select and deploy the right model.

• Coursera
• 4 weeks, 1 hour a week
• Self-Paced
• Paid Course

Building AI Apps with Hugging Face Spaces and Gradio

Master building AI apps with Hugging Face by fine-tuning models, creating Gradio interfaces, deploying chatbots to HF Spaces, and turning apps into programmable API endpoints.

• Coursera
• 4 weeks, 2 hours a week
• Self-Paced
• Paid Course

Food for Diffusion

Explore advanced diffusion techniques with Stable Diffusion co-creator Patrick Esser, covering compositional structures, texture generation, and innovative training methods for next-gen models.

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

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

Explore the evolution of generative image models with Stable Diffusion co-creator Robin Rombach, covering GANs, Transformers, and latent Diffusion models for high-resolution image synthesis and creative applications.

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

Beyond Text - Giving Stable Diffusion New Abilities

Explore advanced Stable Diffusion techniques like face variation and super resolution with Lambda Labs' Justin Pinkey in this technical deep dive on expanding AI image generation capabilities.

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

Few-Shot Learning in Production

Learn to train and deploy efficient few-shot language models using SetFit, knowledge distillation, and quantization techniques. Explore accelerated inference and deployment strategies with Hugging Face and Intel AI.

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

Reinforcement Learning from Human Feedback - From Zero to ChatGPT

Explore Reinforcement Learning from Human Feedback, its foundations, and applications in advanced AI like ChatGPT. Gain insights into NLP, RL basics, and open questions in this emerging field.

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

This and That: Language-Gesture Conditioning of Visual Generative Models for Robotics - Tech Talk #7

Explore visual generative models, language-gesture conditioning, and video-to-robot action in this tech talk on advanced machine learning for robotics, featuring research insights and future directions.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video

HumanPlus and MobileAloha - Humanoid Shadowing and Bimanual Mobile Manipulation - Tech Talk 6

Exploración de HumanPlus y MobileAloha: avances en robótica humanoide e imitación de movimientos humanos para manipulación bimano móvil y teleoperación de bajo costo.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

OpenVLA: An Open-Source Vision-Language-Action Model - Research Presentation

Explore OpenVLA, an open-source vision-language-action model, in this research presentation by Moo Jin Kim. Learn about cutting-edge developments in AI that integrate visual, linguistic, and action-based learning.

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

LeRobot Tutorial - Recording Datasets for Robot Learning

Explore Koch v1.1 robot modifications, assembly, and compatibility with v1.0. Learn about open-source robotics and access resources for building your own low-cost robot.

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

VQ-BeT: Behavior Generation with Latent Actions - Research Presentation 4

Explore behavior generation with latent actions in robotics, featuring insights on VQ-BeT methodology and its applications in AI-driven robotic control systems.

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

Temporal Difference Learning for Model Predictive Control - Research Presentation 3

Presentation on Temporal Difference Learning for Model Predictive Control, exploring innovative approaches in robotics and AI. Insights into recent papers and project developments by researcher Nicklas Hansen.

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

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