HuggingFace Courses

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

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

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

GLM-5 - From Vibe Coding to Agentic Engineering

Dive into GLM-5's evolution from vibe coding to agentic engineering with Hugging Face H4 team's technical insights and paper discussion.

• YouTube
• 33 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

OpenAI Agents SDK Crash Course with Hugging Face Models

Master building production-ready LLM agents using OpenAI's SDK with Hugging Face models, structured outputs, multi-agent orchestration, custom tools, and streaming capabilities.

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

MoE Token Routing Explained - How Mixture of Experts Works with Code

Dive into token routing algorithms that power Mixture of Experts models, covering router logits, sparsity, expert selection, and weight matrix construction with hands-on code examples.

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

Kimi K2.5 vs Claude Code - Real-World Software Engineering Comparison

Discover which AI coding agent reigns supreme through real-world challenges: frontend design, bug fixing, and framework migration comparisons.

• YouTube
• 14 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