Hugging Face Courses and Certifications

Working with Hugging Face

Navigate and use the extensive repository of models and datasets available on the Hugging Face Hub.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Open Source Models with Hugging Face

15 ratings at Coursera

Explore Hugging Face's open-source models for NLP, audio, image, and multimodal tasks. Learn to create chatbots, translate languages, process audio, classify images, and build user-friendly AI apps using Gradio and Hugging Face Spaces.

• Coursera
• 1 hour 30 minutes
• On-Demand
• Paid Course

Coursera Instructor Network

Selecting the Right LLM with Hugging Face

Navigate Hugging Face's LLM ecosystem to find, compare, and evaluate models. Master techniques for selecting the most suitable LLM based on project requirements, computational needs, and specializations.

• Coursera
• 3 hours 2 minutes
• On-Demand
• Paid Course

Explore Hugging Face's open-source ML/AI ecosystem, from pre-trained models to hosting demos. Learn to navigate the platform, use libraries, and leverage tools for efficient machine learning development.

• Codecademy
• 1 hour
• On-Demand
• Free Trial Available

Pragmatic AI Labs

Applied Local Large Language Models

Unlock the power of Local Large Language Models: master deployment, setup, and integration techniques for efficient LLM utilization on your machine using cutting-edge tools and interfaces.

• edX
• 4 weeks, 3-6 hours a week
• On-Demand
• Free Online Course (Audit)

Pragmatic AI Labs

MLOps Tools: MLflow and Hugging Face

Enhance your MLOps Journey: Explore MLflow and Hugging Face for Streamlined ML Lifecycle Management.

• edX
• 4 weeks, 3-6 hours a week
• On-Demand
• Free Online Course (Audit)

James Briggs

Hugging Face Datasets - Dataset Builder Scripts for Beginners

Learn to create and manage dataset builder scripts for Hugging Face, including download management, Apache Arrow datatypes, and integration with popular machine learning frameworks for efficient model training and fine-tuning.

• YouTube
• 23 minutes
• On-Demand
• Free Video

Hugging Face on Azure - Partnership and Solutions Announcement

Explore Hugging Face's integration with Azure, featuring state-of-the-art ML models, enterprise capabilities, and open-source collaboration for responsible machine learning.

• YouTube
• 37 minutes
• On-Demand
• Free Video

James Briggs

Hugging Face Agents — First Look

Explore Hugging Face's new LLM Agents: easy-to-use, multi-modal AI tools integrated with HF's vast model hub. Learn implementation, querying, and potential applications in this comprehensive overview.

• YouTube
• 19 minutes
• On-Demand
• Free Video

James Briggs

Hugging Face LLMs with SageMaker - RAG with Pinecone

Learn to build LLM + RAG pipelines using Hugging Face models on AWS SageMaker. Implement semantic search with MiniLM and Pinecone for enhanced AI applications.

• YouTube
• 33 minutes
• On-Demand
• Free Video

1littlecoder

OPT-175B Language Model Tutorial - GPT-3 Alternative Using Hugging Face

Learn about Meta AI's OPT-175B language model, including a live demo and hands-on coding for text generation using Hugging Face Transformers. Explore this open-source alternative to GPT-3.

• YouTube
• 22 minutes
• On-Demand
• Free Video

Data Science Dojo

Monitoring LLMs in Production with Hugging Face & WhyLabs

Learn to monitor and manage LLMs using LangKit, evaluating user interactions, configuring guardrails, and setting up alerts to prevent undesirable behavior in AI applications.

• YouTube
• 1 hour 12 minutes
• On-Demand
• Free Video

James Briggs

Hugging Face Datasets - Adding Images

Learn to add images to Hugging Face datasets using Python, covering tar file creation, dataset builder scripts, and best practices for efficient image handling in machine learning projects.

• YouTube
• 16 minutes
• On-Demand
• Free Video

Yannic Kilcher

Open Assistant Inference Backend Development

Hands-on coding session building streaming inference into Hugging Face's text generation server, covering CUDA, Python, Rust, gRPC, WebSockets, and server-sent events for AI development.

• YouTube
• 1 hour 21 minutes
• On-Demand
• Free Video

Anyscale

Hugging Face and Ray AIR Integration for Scalable Machine Learning

Explore Hugging Face and Ray AIR integration for scalable model training and data loading. Learn to create end-to-end workflows from data ingest to inference and serving.

• YouTube
• 31 minutes
• On-Demand
• Free Video