Generative AI with Large Language Models
DeepLearning.AI and AWS explain how LLMs work, from transformers to fine-tuning and RLHF.
DeepLearning.AIโขBy Antje Barth, Chris Fregly, Shelbee Eigenbrode, Mike Chambers
4.7
(3,900 reviews)โข340,000 students enrolledAbout this course
Understand how generative AI and large language models work and how to deploy them in real-world applications. Created by DeepLearning.AI and AWS, this course covers the transformer architecture, the generative AI project lifecycle, prompt engineering, fine-tuning, and reinforcement learning from human feedback, with hands-on labs.
Skills you'll gain
Large Language ModelsTransformersPrompt EngineeringFine-TuningRLHF
Syllabus
1
Generative AI Use Cases and Project Lifecycle2
Transformer Architecture3
Prompt Engineering and In-Context Learning4
Fine-Tuning Large Language Models5
Reinforcement Learning from Human Feedback6
LLM-Powered ApplicationsFree
Certificate: $49
Duration3 weeks
Effort5 hours/week
Levelintermediate
LanguageEnglish
SubtitlesEnglish, Spanish, French
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