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
4235009 災害和可持續發展的空間資料分析 Geospatial Data Analytics for Geohazards and Sustainability 3.0 3
中文概述
Chinese Description
本課程旨在讓學生具備將資料和空間分析技術應用於大地災害和可持續性發展問題的知識和技術,課程將涵蓋空間資料收集、資料預處理和資料可視化的相關基礎知識,以及與這些領域相關的統計分析、機器學習和邏輯決策。本課程還將包括案例研究和分組專題,並聚焦於自然災害、可持續發展和社會責任問題,學生將有機會將他們學到的概念應用到現實世界的真實問題,並與同儕合作提出應對複雜挑戰的解決方案。
英文概述
English Description
This course is designed to equip students with the knowledge and skills necessary to apply data analytics techniques and geospatial analysis to the issues of geohazards and sustainability. The course will cover the fundamentals of geospatial data acquisition, pre-processing, and visualization, as well as statistical analysis, machine learning, and decision-making related to these fields. The course will also include case studies and group projects focusing on natural hazards, sustainable development, and social responsibility issues. Students will have the opportunity to apply the skills they learn to real-world problems and work collaboratively with their peers to develop solutions to complex challenges.
核心能力指標 A.工程、科學及資訊科技之進階知識
D.具特定領域之專業知識能力
G.瞭解環境永續經營之概念及重要性
I.瞭解專業與跨領域整合之重要性
J.瞭解災害潛勢、分析、防災資訊及預防之基本觀念

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