DeepLearning.AI and AWS
Generative AI with Large Language Models
Prompting, fine-tuning and deployment of language models, with the lifecycle treated properly.
Who it suits
The clearest treatment of what fine-tuning actually costs and when it is worth it.
What it covers
Language models
What is not recorded here
No rating. Course ratings change weekly, differ between platforms for the same material, and are dominated by people who finished, which selects for those the course already suited. Level, duration and cost are stable and checkable; the line above is the judgement a rating stands in for.
Concepts this covers
TokenLarge Language Model (LLM)Retrieval-Augmented Generation (RAG)Fine-tuningPrompt EngineeringHallucination
Related courses
- Neural Networks: Zero to Hero · Andrej Karpathy, ~15 hours
- Hugging Face LLM Course · Hugging Face, 12 chapters
- Building with the Claude API · Anthropic Academy, 84 lessons, 8+ hours
- Introduction to Generative AI · Google Skills, ~2 hours
Common questions
Is Generative AI with Large Language Models free?
It runs on a subscription rather than a one-off fee. Provider: DeepLearning.AI and AWS.
How long does Generative AI with Large Language Models take?
Roughly ~3 weeks, at the pace the material is designed for. Anyone working full time should expect longer.
What level is Generative AI with Large Language Models?
Intermediate. Prompting, fine-tuning and deployment of language models, with the lifecycle treated properly.
Who is Generative AI with Large Language Models for?
The clearest treatment of what fine-tuning actually costs and when it is worth it.