課程編碼 Course Code | 中文課程名稱 Course Name (Chinese) | 英文課程名稱 Course Name (English) | 總學分數 Credits | 總時數 Hours |
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5403233 | AI運用之跨領域數據分析 | Artificial Intelligence and Interdisciplinary Data Analysis | 3.0 | 3 |
中文概述 Chinese Description | 本課程介紹常用的統計與數據分析方法。課程設計著重跨領域的問題解決能力,學生將學習如何蒐集、處理與詮釋資料,根據具體的案例進行數據分析與報告撰寫,並使用AI工具進行文本分析與數據視覺化。課程結合現代AI技術與語言學的應用,為學生提供跨領域的專業發展,提升其在全球化市場中的競爭力。完成本門課程的學生將能熟悉資料科學領域中主要的統計分析技術,並同時掌握透過編寫程式的方式執行數據分析的能力。 | |||
英文概述 English Description | This course introduces common statistical and data analysis methods, focusing on interdisciplinary problem-solving skills. Students will learn how to collect, process, and interpret data, applying these techniques to real-world case studies. They will engage in data analysis and report writing, utilizing AI tools for text analysis and data visualization. The course combines modern AI technology with linguistic applications, providing students with professional development in interdisciplinary fields. Upon completion, students will be familiar with key statistical analysis techniques in data science and will be able to conduct data analysis through programming. |
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