Hugging Face Courses and Certifications

DevOps, DataOps, MLOps

57 ratings at Coursera

Duke University's 5-week course teaches MLOps application to solve real-world problems, using AI pair programming, web frameworks, and Rust for GPU-accelerated ML tasks.

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

MLOps Tools: MLflow and Hugging Face

23 ratings at Coursera

Duke University's 4-week course on MLOps tools, MLflow and Hugging Face. Learn model operations, fine-tuning, and cloud deployment for a career in MLOps.

• Coursera
• 1 day 1 hour 43 minutes
• On-Demand
• Free Online Course (Audit)

Generative AI: Foundation Models and Platforms

68 ratings at Coursera

This course is for all enthusiasts and practitioners with a genuine interest in the rapidly developing field of generative AI, which is transforming our world. The course focuses on the core concepts and generative AI models that form the building bloc…

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

Models and Platforms for Generative AI

This course focuses on the core concepts and models of generative AI, including deep learning and large language models. It covers the concept of foundation models and the capabilities of pre-trained models and platforms for AI application development.

• edX
• 3 weeks, 1-3 hours a week
• On-Demand
• Free Online Course (Audit)

Databricks

Large Language Models: Application through Production

45 ratings at edX

This course is aimed at developers, data scientists, and engineers looking to build LLM-centric applications with the latest and most popular frameworks. By the end of this course, you will have built an end-to-end LLM workflow that is ready for producti…

• edX
• 6 weeks, 4-10 hours a week
• On-Demand
• Free Online Course (Audit)

Learn how to use Hugging Face AI and machine learning tools in this introductory course. Hugging Face is an organization at the center of the open-source ML/AI ecosystem. Developers use their libraries to easily work with pre-trained models, and their H…

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

rupert ai

Masked Language Modelling - Retraining BERT with Hugging Face Trainer - Coding Tutorial

Learn to retrain a masked language model with Python and Hugging Face for improved performance on a specific dataset. Offered by Rupert AI, under 1 hour.

• YouTube
• 32 minutes
• On-Demand
• Free Online Course

rupert ai

Masked Language Modelling with Hugging Face - Microsoft Sentence Completion - Coding Tutorial

Learn Python coding with rupert ai's guide on using Hugging Face language model for Microsoft's sentence completion challenge. Less than 1-hour workload.

• YouTube
• 48 minutes
• On-Demand
• Free Online Course

1littlecoder

What Is Hugging Face - Crash Course - ML Products for Beginners

Learn about ML company Hugging Face and its products in under an hour with 1littlecoder. No coding required.

• YouTube
• 40 minutes
• On-Demand
• Free Online Course

1littlecoder

YouTube Video Transcript Summarizer - Hugging Face Speech-to-Text ASR - Video Summarizer Project

Learn how to download, transcribe and summarize audio from YouTube videos using hugging face pipelines and ASR with speech-to-text. Get a live demo and ideas on how to improve ASR/summarization.

• YouTube
• 27 minutes
• On-Demand
• Free Online Course

Software Engineering Courses - SE Courses

Stable Diffusion Google Colab - Continue, Directory, Transfer, Clone, Custom Models, CKPT SafeTensors

in Shivam Google Colab Quickly learn how to use Google Colab for training, inference and image generation for Stable Diffusion.

• YouTube
• 28 minutes
• On-Demand
• Free Online Course

Data Science Dojo

Building and Deploying a Semantic Search Engine on Hugging Face

Learn to build and deploy a semantic search engine using natural language processing techniques with Data Science Dojo. Perfect for data scientists and developers, this less than 1-hour tutorial covers building from scratch to API deployment on Hugging F…

• YouTube
• 37 minutes
• On-Demand
• Free Online Course

James Briggs

How to Build an AI-Powered Video Search App

Learn to build an AI-powered video search app with James Briggs in under an hour. Understand data enhancement, metadata scraping, and how to index and query data.

• YouTube
• 22 minutes
• On-Demand
• Free Online Course

James Briggs

SPLADE - The First Search Model to Beat BM25

Explore the world of AI-powered search with James Briggs. Learn about sparse and dense vector search, and the innovative SPLADE model. Less than 1-hour commitment.

• YouTube
• 29 minutes
• On-Demand
• Free Online Course

Sam Witteveen

Fine-Tuning LLMs with PEFT and LoRA

Learn to fine-tune decoder style GPT models using PEFT and LoRA in less than an hour with Sam Witteveen. Includes a code walkthrough and uploading to HuggingFace Hub.

• YouTube
• 16 minutes
• On-Demand
• Free Online Course