Youtor
데이터 분석가 LLM 2024년 3월
>> YOUR LINK HERE: ___ http://youtube.com/watch?v=5RQZJrf9NPc
강사 소개: 인제의대 약리학교실 안상진 • http://ahn-lab.org/ • 참고문헌: • Le, Fabrizio. How ChatGPT is transforming the postdoc experience. Nature 622 (2023): 655. • https://www.nature.com/articles/d4158... • Ahn S. Data Science Through Natural Language with ChatGPT's Code Interpreter Translational and Clinical Pharmacology (2023): In Submission • Cheng, Liying, Xingxuan Li, and Lidong Bing. Is gpt-4 a good data analyst?. arXiv preprint arXiv:2305.15038 (2023). • https://arxiv.org/abs/2305.15038 • Tu, Xinming, et al. What should data science education do with large language models. arXiv preprint arXiv:2307.02792 (2023). • https://arxiv.org/abs/2307.02792 • 00:00 도입 • 01:11 도구를 사용하는 LLM • 03:23 ChatGPT Code Interpreter • 05:46 Data upload and exploration • 07:23 Model training and comparison • 10:24 Feature importance • 11:54 Partial dependence plot • 12:56 추가 분석 추천 • 15:43 수동변속과 자동변속 • 16:18 실험논문: Is GPT-4 a Good Data Analyst? • 20:20 리뷰논문: Data Science Education • 25:16 결론
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