Andrew Ng의 새로운 강의, '모두를 위한 생성형 AI(Generative AI for Everyone)' 공개

DeepLearning.AI의 Andrew Ng 교수님의 새로운 강의 '모두를 위한 생성형 AI(Generative AI for Everyone)'가 오늘부터 공개되었습니다 :tada:


강의는 Coursera에서 영어로 진행되며, 무료 수강 또는 인증서 발급이 되는 $49 중에 선택할 수 있습니다.

Price


강의는 아래와 같이 3개의 모듈, 31개의 비디오로 구성이 되어 있네요.


자세한 내용은 아래 복붙한 내용 또는 Coursera에서 확인하실 수 있습니다. :smile_cat:


Introduction to Generative AI

Module 1•1 hour to complete

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What's included

10 videos2 readings2 quizzes2 app items

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10 videos•Total 70 minutes
  • Welcome•7 minutes•Preview module
  • How Generative AI works•8 minutes
  • LLMs as a thought partner•4 minutes
  • AI is a general purpose technology•6 minutes
  • Writing•5 minutes
  • Reading•7 minutes
  • Chatting•6 minutes
  • What LLMs can and cannot do•11 minutes
  • Tips for prompting•6 minutes
  • Image generation (optional)•6 minutes
2 readings•Total 15 minutes
  • Week 1 resources•10 minutes
  • Week 1 lecture notes•5 minutes
2 quizzes•Total 20 minutes
  • What is Generative AI?•10 minutes
  • Generative AI applications•10 minutes
2 app items•Total 11 minutes
  • Intake Survey•1 minute
  • [IMPORTANT] Have questions, issues or ideas? Join our Community!•10 minutes

Generative AI Projects

Module 2•2 hours to complete

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What's included

10 videos1 reading2 quizzes1 app item

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10 videos•Total 61 minutes
  • Using generative AI in software applications•5 minutes•Preview module
  • Trying generative AI code yourself (optional)•1 minute
  • Lifecycle of a generative AI project•7 minutes
  • Cost intuition•5 minutes
  • Retrieval Augmented Generation (RAG)•7 minutes
  • Fine-tuning•10 minutes
  • Pretraining an LLM•2 minutes
  • Choosing a model•6 minutes
  • How LLMs follow instructions: Instruction tuning and RLHF (optional)•6 minutes
  • Tool use and agents (optional)•6 minutes
1 reading•Total 5 minutes
  • Week 2 lecture notes•5 minutes
2 quizzes•Total 20 minutes
  • Software Applications•10 minutes
  • Advanced technologies: Beyond prompting•10 minutes
1 app item•Total 60 minutes
  • Trying generative AI code yourself (optional)•60 minutes

Generative AI in Business and Society

Module 3•1 hour to complete

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What's included

11 videos4 readings2 quizzes

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11 videos•Total 62 minutes
  • Day-to-day usage of Web UI LLMs•3 minutes•Preview module
  • Task analysis of jobs•8 minutes
  • Additional job analysis examples•4 minutes
  • New workflows and new opportunities•9 minutes
  • Teams to build generative AI software•4 minutes
  • Automation potential across sectors•6 minutes
  • Concerns about AI•12 minutes
  • Artificial General Intelligence•3 minutes
  • Responsible AI•4 minutes
  • Course Summary•1 minute
  • Building a more intelligent world•3 minutes
4 readings•Total 35 minutes
  • Week 3 resources•10 minutes
  • Week 3 lecture notes•5 minutes
  • New Reading•10 minutes
  • New Reading•10 minutes
2 quizzes•Total 20 minutes
  • Generative AI and business•10 minutes
  • Generative AI and society•10 minutes