Hugging Face Courses and Certifications

Sundeep Saradhi Kanthety

Hugging Face Ecosystem Explained - The Power Behind Generative AI Models

Discover the comprehensive Hugging Face ecosystem and its pivotal role in powering modern generative AI models and machine learning applications.

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

Sundeep Saradhi Kanthety

SPACES in Hugging Face Ecosystem Explained - The Power Behind Gen AI Models

Explore Hugging Face SPACES ecosystem and discover how it powers generative AI models without any coding requirements in this comprehensive 25-minute tutorial.

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

Association for Computing Machinery (ACM)

Unlock Hugging Face: Simplify AI with Transformers, LLMs, RAG, Fine Tuning

Discover how Hugging Face simplifies AI development with Transformers, LLMs, RAG, and fine-tuning techniques. Learn to leverage pre-trained models for NLP, image recognition, and custom dataset applications.

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

Toronto Machine Learning Series (TMLS)

Getting Started with Generative Text and Fine-Tuning LLMs in Hugging Face

Dive into practical LLM implementation using Hugging Face's transformers library, from basic text generation to efficient model fine-tuning techniques for customized applications.

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

Mastering LLMs with Ollama, LangChain, CrewAI, Hugging Face

3010 ratings at Udemy

Hands-On Projects with Ollama, Langchain, CrewAI, and HuggingFace to Enhance Your AI Skills and Transform Everyday Tasks

• Udemy
• 9 hours 45 minutes
• On-Demand
• Paid Course

Large Language Models (Using Huggingface) (Live Online)

8 ratings at CourseHorse

Unlock the power of Large Language Models with Hugging Face in this comprehensive 3-day course.

• CourseHorse
• 20 hours
• On-Demand
• $1,495.00

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)

Fine Tuning LLM with Hugging Face Transformers for NLP

726 ratings at Udemy

Master Transformer models like Phi2, LLAMA; BERT variants, and distillation for advanced NLP applications on custom data

• Udemy
• 16 hours 31 minutes
• On-Demand
• Paid Course

MLOps Tools: MLflow and Hugging Face

64 ratings at Coursera

Explore MLflow and Hugging Face for MLOps, covering model tracking, deployment, fine-tuning, and cloud integration. Gain practical skills in managing ML workflows and creating interactive demos.

• Coursera
• 1 day 1 hour 53 minutes
• On-Demand
• Paid Course

Coursera Microcredential

Machine Learning with Scikit-learn, PyTorch & Hugging Face

20 ratings at Coursera

Master machine learning from foundations to generative AI using Python, scikit-learn, PyTorch & Hugging Face through hands-on projects and real-world applications.

• Coursera
• 20 weeks, 7 hours a week
• On-Demand
• Paid Course
• 5 courses

Edureka Microcredential

Building LLMs with Hugging Face and LangChain

Master building production-ready LLM applications using Hugging Face and LangChain, from core concepts through optimization and deployment with modern MLOps practices.

• Coursera
• 8 weeks, 7 hours a week
• On-Demand
• Paid Course
• 3 courses

The Machine Learning Engineer

MLOPS: Cómo Trabajar con el CLI de Hugging Face Hub - Español

Aprende a instalar y utilizar el CLI de Huggingface Hub para gestionar modelos y datasets de manera eficiente en proyectos de aprendizaje automático.

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

NullSafe Architect

Desarrollos con Modelos de IA Generativa de Hugging Face

Descubre cómo implementar y utilizar los modelos de IA generativa de Hugging Face para crear aplicaciones innovadoras y soluciones tecnológicas avanzadas.

• YouTube
• 20 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

Sam Witteveen

SmolaAgents - Introduction to HuggingFace's Agent Framework

Explore HuggingFace's smolagents framework through hands-on demonstrations, from basic agent creation to advanced tool customization and system prompt modifications for building effective AI agents.

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