Hugging Face Courses and Certifications

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

Data Science with Harshit

What to Build with AI - Ideas from 10 Hugging Face Spaces

Explore 10 innovative AI applications on Hugging Face Spaces, from math problem-solving to virtual try-ons, music generation, and image manipulation, showcasing the diverse capabilities of modern AI technologies.

• YouTube
• 18 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

Trelis Research

Really Long Context LLMs - 200k Input Tokens

Explore Yi 34B 200k model capabilities, compare long context models, and learn about passkey retrieval and inferencing on Runpod. Access resources for implementing extended context LLMs.

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

Data Centric

Building Chatbots with Hugging Face LLMs - 5 Expert Tips

Discover 5 expert engineering tips for building chatbots using open-source LLMs like Mistral. Learn crucial technical nuances for transitioning from proprietary APIs to open-source models.

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

The Machine Learning Engineer

MLOPS: How to Work with Hugging Face Hub CLI

Aprende a instalar y utilizar la CLI de Hugging Face Hub para gestionar modelos y datasets de aprendizaje automático de manera eficiente.

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

Shaw Talebi

The Hugging Face Transformers Library - Beginner's Guide and Chatbot UI with Gradio

Explore the Hugging Face Transformers library for easy, cost-free use of open-source language models. Learn sentiment analysis, summarization, and build a chatbot UI with Gradio.

• YouTube
• 22 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

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

The Machine Learning Engineer

ML and MLOps with Databricks: LLMs Using HuggingFace Transformers - Spanish

Explora LLMs con HuggingFace Transformers en Databricks: summarization, traducción, análisis de sentimientos, zero-shot y few-shot prompting.

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

DevOps, DataOps, MLOps

117 ratings at Coursera

Master MLOps: Build AI solutions using Python and Rust. Learn DevOps, DataOps, and MLOps pipelines. Apply pre-trained models, simulations, and GPU acceleration for real-world machine learning problems.

• Coursera
• 1 day 20 hours 38 minutes
• On-Demand
• Free Online Course (Audit)

MLOps Tools: MLflow and Hugging Face

32 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 43 minutes
• On-Demand
• Free Online Course (Audit)

Complete Generative AI Course With Langchain and Huggingface

1914 ratings at Udemy

Complete Guide to Building, Deploying, and Optimizing Generative AI with Langchain and Huggingface

• Udemy
• 2 days 6 hours 7 minutes
• On-Demand
• Paid Course

Applied Generative AI and Natural Language Processing

282 ratings at Udemy

Understand Generative AI, Prompt Engineering, Huggingface-Models, LLMs, Vector Databases, RAG, OpenAI, Claude, Llama2

• Udemy
• 9 hours 49 minutes
• On-Demand
• Paid Course

Generative AI: Foundation Models and Platforms

133 ratings at Coursera

Explore core concepts, models, and platforms of generative AI. Gain hands-on experience with IBM watsonx and other tools to generate text, images, and code using foundation models.

• Coursera
• 6 hours 40 minutes
• On-Demand
• Free Online Course (Audit)