Cursarium
intermediateFree

Finetuning Large Language Models

by Sharon Zhou · DeepLearning.AI

4.6
(7,500 reviews)
150K+ enrolled1 hourUpdated 2024-05
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What You'll Learn

Understand the fundamentals and key concepts of LLMs
Apply LLMs techniques to solve real-world problems
Understand the fundamentals and key concepts of fine-tuning
Apply fine-tuning techniques to solve real-world problems
Understand the fundamentals and key concepts of language models
Apply language models techniques to solve real-world problems

About This Course

Covers when and how to fine-tune LLMs, including data preparation, training approaches, and evaluation methods.

Curriculum

Module 1: LLMs
3 lessons
  • Introduction to LLMs
  • LLMs in Practice
  • Hands-on Exercise: LLMs
Module 2: Fine-tuning
3 lessons
  • Introduction to fine-tuning
  • Fine-tuning in Practice
  • Hands-on Exercise: Fine-tuning
Module 3: Language models
3 lessons
  • Introduction to language models
  • Language models in Practice
  • Hands-on Exercise: Language models
Module 4: Transfer learning
3 lessons
  • Introduction to transfer learning
  • Transfer learning in Practice
  • Hands-on Exercise: Transfer learning

Instructor

Sharon Zhou

Instructor at DeepLearning.AI

4.6rating150K+ students

Pros & Cons

Pros

  • Completely free to access
  • High-quality video lectures
  • Taught by Sharon Zhou
  • Well-structured curriculum

Cons

  • No certificate provided
  • Self-paced requires discipline
Free
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