Hugging Face Courses and Certifications

Generative AI and LLMs: Architecture and Data Preparation

52 ratings at Coursera

Explore generative AI architectures, LLMs, and data preparation techniques. Learn tokenization, data loading, and practical implementation using popular libraries for NLP and AI applications.

• Coursera
• 5 hours 33 minutes
• 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)

Models and Platforms for Generative AI

6 ratings at edX

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)

Developing Generative AI Applications with Python

5 ratings at edX

Build in-demand skills in generative AI application development and get hands-on experience creating intelligent chatbots and apps using popular LLMs, RAG technology, and IBM watsonx.

• edX
• 6 weeks, 1-2 hours a week
• On-Demand
• Free Online Course (Audit)

Function-Calling and Data Extraction with LLMs

Explore function-calling and data extraction with LLMs to build advanced AI agents. Learn to extend LLM capabilities, create complex workflows, and extract structured data for real-world applications.

• Coursera
• 1 hour 3 minutes
• On-Demand
• Paid Course

Pretraining LLMs

Explore the process of pretraining large language models, from dataset creation to model evaluation. Learn to configure, initialize, and train models using Hugging Face, and understand performance benchmarks.

• Coursera
• 1 hour 3 minutes
• On-Demand
• Free Online Course (Audit)

Generative AI Engineering and Fine-Tuning Transformers

Explore transformers, fine-tuning, and PEFT techniques for LLMs. Gain hands-on experience with Hugging Face and PyTorch to develop job-ready generative AI engineering skills.

• Coursera
• 7 hours 59 minutes
• On-Demand
• Free Online Course (Audit)

Vector Database Projects: AI Recommendation Systems

Develop AI-powered recommendation systems using vector databases, Chroma DB, and Hugging Face models. Create food ordering and job search projects to showcase your skills in this high-growth field.

• Coursera
• 5 hours 8 minutes
• On-Demand
• Free Online Course (Audit)

Fundamentals of AI Agents Using RAG and LangChain

Explore RAG, prompt engineering, and LangChain to build AI agents. Gain hands-on experience with LLMs, develop applications, and complete a real-world project to boost your AI career.

• Coursera
• 6 hours 59 minutes
• On-Demand
• Free Online Course (Audit)

Generative AI Advance Fine-Tuning for LLMs

Explore advanced fine-tuning techniques for LLMs, including instruction-tuning, reward modeling, and direct preference optimization. Gain hands-on experience with cutting-edge tools to enhance AI performance and alignment.

• Coursera
• 8 hours 13 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Generative AI Engineering with LLMs

Develop essential skills in Generative AI, LLMs, and NLP. Build applications using frameworks and pre-trained models. Gain hands-on experience through labs and projects, preparing for in-demand AI engineering roles.

• Coursera
• On-Demand
• Paid Course
• 6 courses

James Briggs

Better Llama with Retrieval Augmented Generation - RAG

1 review

Learn to enhance Llama 2 using Retrieval Augmented Generation (RAG). Build a pipeline with Pinecone, Llama 2 13B, and integrate it using Hugging Face and LangChain for improved, up-to-date language model performance.

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

Introduction to LLMs in Python

Learn the nuts and bolts of LLMs and the revolutionary transformer architecture they are based on!

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

Applied AI: Building NLP Apps with Hugging Face Transformers

114 ratings at LinkedIn Learning

Learn how to build natural language processing (NLP) applications with pretrained transformers in Hugging Face, the popular machine learning platform.

• LinkedIn Learning
• 57 minutes
• On-Demand
• Free Trial Available

NLP's and Transformer Models

96 ratings at Pluralsight

Transformers have revolutionized NLP since their inception in 2017. They can understand language at a deeper level as well as parallelize training on GPUs. In this course, you will learn how to create Transformers for NLP.

• Pluralsight
• 2 hours 36 minutes
• On-Demand
• Free Trial Available