Cursarium
intermediateFree

Open-Source AI Cookbook

by Hugging Face Team · Hugging Face

4.5
(600 reviews)
25K+ enrolledSelf-pacedUpdated 2025-02
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What You'll Learn

Understand the fundamentals and key concepts of open source AI
Apply open source AI techniques to solve real-world problems
Understand the fundamentals and key concepts of RAG
Apply RAG techniques to solve real-world problems
Understand the fundamentals and key concepts of fine-tuning
Apply fine-tuning techniques to solve real-world problems

About This Course

Collection of recipes for building with open-source AI tools covering RAG, agents, fine-tuning, and evaluation patterns.

Curriculum

Module 1: Open source AI & RAG
6 lessons
  • Introduction to open source AI
  • Open source AI in Practice
  • Hands-on Exercise: Open source AI
  • Introduction to RAG
  • RAG in Practice
  • Hands-on Exercise: RAG
Module 2: Fine-tuning & Hugging Face
6 lessons
  • Introduction to fine-tuning
  • Fine-tuning in Practice
  • Hands-on Exercise: Fine-tuning
  • Introduction to Hugging Face
  • Hugging Face in Practice
  • Hands-on Exercise: Hugging Face
Module 3: LLMs
3 lessons
  • Introduction to LLMs
  • LLMs in Practice
  • Hands-on Exercise: LLMs

Instructor

Hugging Face Team

Instructor at Hugging Face

4.5rating25K+ students

Pros & Cons

Pros

  • Completely free to access
  • Hands-on interactive exercises
  • Taught by Hugging Face Team
  • Well-structured curriculum

Cons

  • No certificate provided
  • Self-paced requires discipline
Free
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