DLe

• Deep Learning express

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수업 도구

• Google Colab & Google drive
  • GPU powered code editor
  • Web based environment : anytime & everywhere
• IDE for Python
  • Spyder 5.x : Easy IDE for Python
  • VSCode (extension: Korean Language Pack, Python)

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** 과제제출 및 평가

• 수업 노트 관리 및 과제/프로젝트 제출/평가 (평가 단계: #, *, @, @@)
• 개인별 repo : github에 repo를 만들어서 수업 결과와 과제 제출

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Goooood tutorial (https://github.com/mrdbourke?tab=repositories)

• Zero to Mastery Deep Learning with TensorFlow
• Zero to Mastery Deep Learning with PyTorch

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Transfer Learning

• (src: https://raw.githubusercontent.com/mrdbourke/pytorch-deep-learning/main/images/06-transfer-learning-example-overview.png)

• (src: https://raw.githubusercontent.com/mrdbourke/pytorch-deep-learning/main/images/01-machine-learning-a-game-of-two-parts.png)

Multi-modal LLM

• (src: https://cdn.aitimes.com/news/photo/202303/149758_158620_2947.png)

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