intermediateCertificate$49/mo
Generative AI with Large Language Models
by DeepLearning.AI & AWS · Coursera
4.6(12,000 reviews)
250K+ enrolled3 weeksUpdated 2024-07
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 transformers
Apply transformers 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
Learn the fundamentals of generative AI including transformer architecture, fine-tuning, and RLHF.
Curriculum
Module 1: LLMs & Transformers6 lessons
- Introduction to LLMs
- LLMs in Practice
- Hands-on Exercise: LLMs
- Introduction to transformers
- Transformers in Practice
- Hands-on Exercise: Transformers
Module 2: Fine-tuning & RLHF6 lessons
- Introduction to fine-tuning
- Fine-tuning in Practice
- Hands-on Exercise: Fine-tuning
- Introduction to RLHF
- RLHF in Practice
- Hands-on Exercise: RLHF
Module 3: Prompt engineering3 lessons
- Introduction to prompt engineering
- Prompt engineering in Practice
- Hands-on Exercise: Prompt engineering
Instructor
DeepLearning.AI & AWS
Instructor at Coursera
Pros & Cons
Pros
- Offers a certificate of completion
- High-quality video lectures
- Taught by DeepLearning.AI & AWS
- Well-structured curriculum
Cons
- Requires paid subscription
- Self-paced requires discipline
$49/mo
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