Complete Courses, Syllabi, and Teaching Resources

A cumulative record of current and past courses, syllabi, software, datasets, and downloadable teaching materials.

Integration note: This page preserves the original names, dates, and source languages for accurate archival reference. Where a summary metric differs, the July 28, 2026 print dossier and the current overview pages take precedence.

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Name (中文名稱)	Syllabus (課程綱要)	Class (開課對象)
Recent Courses (開設課程):
人工智慧在營建管理之應用(ML, EL, HL, CV, DL, LLM, AL) [英語授課]	Artificial Intelligence for Project Management (Lecture Delivered in English) ML Software: WEKA • MATLAB • Python • R-Project • IBM SPSS Modeler • RapidMiner • Microsoft Azure Machine Learning Studio • Google Cloud Platform DL Software: Deep Learning using Weka • MATLAB for Deep Learning (TW) • Ana conda (TensorFlow -Keras/Python/Jupyter)/HDF5/Graphviz • PyTorch • GPU Driver/CUDA/cuDNN • CNN Explainer • Google Colab DATASETS: PJM • MISO • ScienceDirect • Mendeley • Kaggle • UCI • KDnuggets • Yahoo! Finance • INVESTING • Taiwan market • etsin • data.gov.tw • CivilIoTTaiwan • PostBigData	Construction Management Division, Graduate School (研究所 - 管理組) NTU System (臺灣大學系統)
成本管理 [英語授課]	Cost Management (Lecture Delivered in English) Yahoo! Finance • INVESTING • Taiwan market • etsin • SEC.GOV • DATAROMA • MorningStar • MoneyDJ • 公開資訊觀測站 • STOCK AI	Construction Management Division, Graduate School (研究所 - 管理組) NTU System (臺灣大學系統)
營建專案管理軟體應用	Applications of Project Management Software	Department of Civil and Construction Engineering (大學部) NTU System (臺灣大學系統)
工程管理	Project Management	Department of Civil and Construction Engineering (大學部)
工程規劃與控制	Project Planning and Control	Department of Civil and Construction Engineering (大學部)
工程統計	Engineering Statistics	Department of Civil and Construction Engineering (大學部)
專題研究	Independent Study	Department of Civil and Construction Engineering (研究所)
論文引導與報告	Thesis Discussion	Department of Civil and Construction Engineering (研究所)
專題討論	Seminar	Department of Civil and Construction Engineering (研究所)
Past Courses & Lectures (開設課程與講習):
Data Analytics & Engineering Intelligence	Data Analytics & Engineering Intelligence	Del E. Webb School of Construction \| Arizona State University
專案管理	Project Management	國立中正大學MBA/EMBA；臺科大產業人才投資計畫-華眾營造公司企業專班訓練課程；臺科大推廣教育中心；國防部軍備局生產製造中心；楊森大藥廠 (Janssen-Cilag)；開南大學國際專案管理教學創新與專業證照人才培育改進計畫；嘉義縣政府專案管理實務學分班
工作分解結構與實獲值管理	WBS and EVM	資策會與國防部
管理資訊系統	Management Information Systems	MBA/BA
運籌管理	Operations Management	MBA/EMBA (合開)
計量方法專題研討(二)	Seminar on Quantitative Methods (II)	DBA
資料探勘	Data Mining	MBA
電腦套裝軟體應用	Applications of the OTS Software	EMBA (合開)

Supplementary Course Materials at NTUST (Taiwan Tech)

Taiwan Tech Blackboard Academic Suite - 國立臺灣科技大學電子教育平台
(2008 Fall) PM Training Course in the Ministry of National Defense R.O.C. (國防部軍備局技術訓練中心課程：專案管理)

Supplementary Course Materials at NCCU

EMBA:
MBA/DBA:
- Data Mining
- Management Information Systems
- Project Management
- Operations Management
- Seminar on Quantitative Methods (II)
- Management Information Systems
BA:
- Management Information Systems
- Management Information Systems
Others:
- 開南大學國際專案管理教學創新與專業證照人才培育改進計畫- International Project Management Workshop & Summer School
- 嘉義縣政府專案管理實務學分班: 專案管理講義

Additional legacy hyperlinks referenced by the original page

The links below exist on the corresponding legacy page but are not cited in the body text above (mostly certificates, award scans, journal PDFs and images). They are embedded here so that no legacy hyperlink is lost. The full list is on the Complete Legacy Hyperlink Index