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Cheng-Yuan Ho (何承遠) Udemy Lec.
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Teaching Experience

  1. Formal Course
    1. “Data Analysis and Machine Learning with Python” for non-CS undergraduates (National Taiwan University): Spring 2023.
      (Course Code:
      • Spring 2023: IM1013 01, 02, 03 (taught in English), and 04
      )
    2. “Web Application Programming” for IM undergraduates and graduate (National Taiwan University): Spring and Fall 2023.
      (Course Code:
      • Fall 2023: IM5068
      • Spring 2023: IM5068
      )
    3. “Introduction to Computer Security” for IM undergraduates and graduate (National Taiwan University): Spring 2023.
      (Course Code:
      • Spring 2023: IM5070
      )
    4. “Python Programming Foundation Course” for non-CS undergraduates (National Taiwan University): Fall 2022 and Fall 2023.
      (Course Code:
      • Fall 2023: IM1011 01, 02, 03 (taught in English), and 04
      • Fall 2022: IM1011 01, 02, 03 (taught in English), and 04
      )
    5. “Programming Design” for non-IM and non-CS undergraduates (National Taiwan University): Fall 2022 and Fall 2023.
      (Course Code:
      • Fall 2023: IM1003
      • Fall 2022: IM1003
      )
    6. “Computer Networks and Applications” for IM undergraduates (National Taiwan University): Fall 2022.
      (Course Code:
      • Fall 2022: IM3010
      )
    7. “Machine Learning” for CS undergraduates (Asia University): Spring 2022.
      (Course Code:
      • Spring 2022: EE300098A
      )
    8. “Introduction to Wireless Network” for CS undergraduates (Asia University): Spring 2022.
      (Course Code:
      • Spring 2022: EE300013A
      )
    9. “Data Science” (taught in English) for Ph. D. and Master students (Asia University): Fall 2019, Fall 2020, and Fall 2021.
      (Course Code:
      • Fall 2021: EE100111A
      • Fall 2020: EI100005A
      • Fall 2019: EI100005A
      )
    10. “Introduction to Operating Systems” for CS undergraduates (Asia University): Fall 2021.
      (Course Code:
      • Fall 2021: EE300060A
      )
    11. “Mobile Game Design” for CS undergraduates (Asia University): Spring 2021.
      (Course Code:
      • Spring 2021: EE300077A
      )
    12. “Design Theorem of Smart End Device” for CS undergraduates (Asia University): Spring 2021.
      (Course Code:
      • Spring 2021: EE300103A
      )
    13. “Data Visualization” for CS undergraduates (Asia University): Spring 2021.
      (Course Code:
      • Spring 2021: EE300129A
      )
    14. “Product Design and Development” for CS undergraduates (Asia University): Spring 2021 and Spring 2022.
      (Course Code:
      • Spring 2022: EE300025A
      • Spring 2021: EE300131A
      )
    15. “Introduction to Artificial Intelligence” for CS undergraduates (Asia University): Fall 2020.
      (Course Code:
      • Fall 2020: EE300015B
      )
    16. “Product Engineering” for CS undergraduates (Asia University): Spring 2020.
      (Course Code:
      • Spring 2020: EE310342A
      )
    17. “Manufacturing Data Analytics” for CS undergraduates (Asia University): Spring 2020.
      (Course Code:
      • Spring 2020: EE300112A
      )
    18. “Data Science” for CS undergraduates (Asia University): Spring 2019.
      (Course Code:
      • Spring 2019: EE300104A
      )
    19. “Introduction to Human-Computer Interaction” for CS undergraduates (Asia University): Spring and Fall 2019.
      (Course Code:
      • Spring 2019: EE300063A
      • Fall 2019: EE300063B
      )
    20. “Computer Programming and Artificial Intelligence Application” for non-CS undergraduates (Asia University): Spring 2019, Spring 2020, and Spring 2021.
      (Course Code:
      • Spring 2021: GRG00256K and GRG00256R
      • Spring 2020: GRG00256F, GRG00256P, and GRG00256U
      • Spring 2019: GRG00256D, GRG00256I, and GRG00256S
      )
    21. “Probability and Statistics” for CS undergraduates (Asia University): Fall 2018.
      (Course Code:
      • Fall 2018: EE300012B
      )
    22. “Web APP Programming” for CS undergraduates (Asia University): Spring 2018.
      (Course Code:
      • Spring 2018: EE310983A and EE320986A
      )
    23. “Information and Technology” for non-CS undergraduates (Asia University): Spring and Fall 2017, Fall 2018, Fall 2019, Fall 2020, and Fall 2021.
      (Course Code:
      • Fall 2021: GRG00093B, GRG00093H, GRG00093Q, and GRG00093V
      • Fall 2020: GRG00093B, GRG00093H, GRG00093R, and GRG00093T
      • Fall 2019: GRG00093B, GRG00093H, GRG00093R, and GRG00093T
      • Fall 2018: GRG00093B, GRG00093H, GRG00093P, and GRG00093AC
      • Fall 2017: GRG00093A, GRG00093E, GRG00093O, GRG00093AA, and GRG00093AI
      • Spring 2017: GRG00093D, GRG00093H, GRG00093K, and GRG00093O
      )
    24. “Introduction to Network Programming and its Hands-on Training” for graduate students (National Chiao Tung University, NCTU): Summer Semester 2009, 2010, and 2011.
  2. Short/Training Course
    1. “Application and Implementation of Computer Vision and Image Processing in OpenCV” for Metal Industries Research & Development Centre: Oct. 2021.
      • Python
      • OpenCV
      • Computer Vision
      • Image Processing
    2. “Application and Implementation of Data Analysis and Machine Learning in Python” for Metal Industries Research & Development Centre: Sep. 2021.
      • Python
      • Data Analysis
      • Machine Learning
      • Classification
      • Clustering
    3. “Microsoft Azure Functions and IoT Application” for Solar Energy: Dec., 2020 ~ Jan., 2021.
    4. “Python and Machine Learning” for Corning Incorporated: Jul. ~ Dec., 2020, Apr. ~ Nov., 2021, and Apr. ~ Oct., 2022.
      • Python
      • Machine Learning
      • Classification
      • Clustering
    5. “AI Summer/Winter Program” (taught in English) for International undergraduates.
      • Students from any country: Aug., 2020, Jan., 2021, Aug., 2021, and Aug., 2022.
        • Python
        • Pandas and Scikit-learn
        • Deep Learning
        • Image and Video Processing with OpenCV
        • Recommendation Systems
      • Students from Indonesia and Singapore: Jul., 2019.
        • Game AI
        • AI Prediction and Python
    6. “Chat Bots” for Chung Yuan Christian University: Aug., 2020.
    7. “Moocs”
      • “Data Science” on ewant platform: 2020.
      • “Web APP Programming” on ewant platform: 2018.
      • “Big Data Processing – Hadoop MapReduce Programming and Data Visualization” on ewant platform: 2017.
    8. “Refactoring: Improving the Design of Existing Code” for Sincere International Consulting Co., Ltd.: May, 2012.
    9. “Linux Networking” for Sincere International Consulting Co., Ltd.: May, 2012.
    10. “Computer Network and Network Programming” for International Games System Co., Ltd.: Oct. ~ Dec., 2010.
    11. “Introduction to Internet Applications” for Sincere International Consulting Co., Ltd.: May, 2010.

Teaching Assistant Experience

  1. “Computer Networks” for CS graduate students (NCTU): Spring 2007.
  2. “An Introduction to the Internet” for non-CS undergraduates (NCTU): Fall 2006.
  3. “Local Area Networks” for CS graduate students (NCTU): Spring 2005.
  4. “Programming Languages” for CS undergraduates (NCTU): Fall 2004 and 2005.

Participated Projects

  1. (Chinese) 大數據智慧製造應用課程: Apr. ~ Oct., 2022 (co-PI).
  2. (Chinese) 大數據智慧製造應用課程: Apr. ~ Nov., 2021 (co-PI).
  3. (Chinese) 科技部高效率AI資料中心在智慧城市 — 藉由解決TCP Incast和封包重傳問題提升資料中心網路校能: Aug., 2020 ~ Jul., 2023, No. MOST 109-2221-E-468 -008 -MY3 (PI).
  4. (Chinese) 大數據智慧製造應用專案輔導: Nov. ~ Dec., 2020 (co-PI).
  5. (Chinese) 大數據智慧製造應用課程: Jul. ~ Nov., 2020 (co-PI).
  6. (Chinese) 智慧機械應用 — 工業零組件預先診斷系統: Jun. ~ Nov., 2020 (co-PI).
  7. (Chinese) 科技部提升AI資料中心網路效能 — 藉由動態設定門檻值方法降低TCP Incast問題: Aug., 2019 ~ Jul., 2020, No. MOST 108-2221-E-468 -010 - (PI).
  8. (Chinese) 科技部發展適用於注意力不足過動症兒童之iPad版選擇性注意力測驗及其心理計量特性驗證: Aug., 2019 ~ Dec., 2020, No. MOST 108-2314-B-468-002 - (co-PI).
  9. Asia University (Taiwan) and Universitas Airlangga (Indonesia) Joint Research Project, "Harnessing Public Transportation Ridership Behavior for Public Health Promotion and Public Transit Improvement using Big Data Analytics - Case Study: Bus Transportation System in Taichung, Taiwan": Apr., 2019 ~ Mar., 2020, No. 107-ASIA-UNAIR-09 (PI).
  10. (Chinese) 以旅次資料為基礎的公車電子大數據分析應用於大眾運輸服務整合研究: Mar., 2019 ~ Feb., 2020, No. 107-asia-11 (PI).
  11. (Chinese) 教育部人工智慧技術與應用領域系列課程計畫—智慧製造大數據分析系列課程: Dec., 2018 ~ Jul., 2020 (co-PI).
  12. (Chinese) 科技部補助大專校院延攬特殊優秀人才措施計畫: Jan., 2018 ~ Dec., 2018, No. MOST 107-2924-I-468-001 -ESR (亞洲大學第一位受補助者).
  13. (Chinese) 2017年經濟部中小企業處4G行動商務應用服務計畫—Juiker 智慧物聯應用服務: Apr., 2017 ~ Nov., 2017.
  14. (Chinese) 2016~2017年經濟部技術處A+企業創新淬鍊計畫—Juiker全球在地化聯邦雲開發計畫 (整合型研發計畫): Jul., 2016 ~ Dec., 2017.
  15. (Chinese) 2016年經濟部工業局電腦軟體共同供應契約雲端服務類－即時通訊雲: Dec., 2016 ~ Jan., 2017.
  16. (Chinese) 2016年經濟部中小企業處4G行動商務應用服務計畫－Juiker 4G商務E速通: Apr., 2016 ~ Nov., 2016.
  17. (Chinese) 2015年經濟部工業局電腦軟體共同供應契約雲端服務類－即時通訊雲: Nov., 2015 ~ Nov., 2016.
  18. (Chinese) 2015年經濟部中小企業處4G行動商務應用服務計畫－Juiker 4G智慧商務通: May, 2015 ~ Feb., 2016.
  19. (Chinese) 2015~2016年工業技術研究院委託之公部門新世代行動通訊解決方案－服務擴散計畫: Mar., 2015 ~ Jun., 2016.
  20. (Chinese) 2015~2016年工業技術研究院委託之公部門新世代行動通訊解決方案－基盤推廣計畫: Mar., 2015 ~ Jun., 2016.
  21. (Chinese) 2015~2016年工業技術研究院委託之公部門新世代行動通訊解決方案－先期導入計畫: Mar., 2015 ~ Jun., 2015.
  22. (Chinese) 健康照護與促進服務系統開發與整合委託案: Sep., 2014 ~ Nov., 2014.
  23. (Chinese) 系統服務技術與事業轉型計畫(2/4): Jan., 2014 ~ Nov., 2014.
  24. (Chinese) 企業健檢服務系統架構實作與整合委託案: Oct., 2013 ~ Mar., 2014.
  25. (Chinese) 專利工廠的發明產生模式：強化美國申請品質示範計畫: Apr., 2013 ~ Mar., 2014.
  26. (Chinese) 系統服務技術與事業轉型計畫(1/4): Jan., 2013 ~ Dec., 2013.
  27. (Chinese) 智慧生活雲端整合服務系統: Oct., 2012 ~ Sep., 2013.
  28. (Chinese) 智慧飯店雲與行動生活整合服務平台: Apr., 2012 ~ Jun., 2013.
  29. (Chinese) 事業轉型平台雛形與領域應用計畫(1/1): Apr., 2012 ~ Mar., 2013.
  30. (Chinese) 智慧型遠距醫療整合服務系統: Sep., 2011 ~ Aug., 2012.
  31. (Chinese) 針對雲端與產業化資料中心網路研發設計一套更快速且更可靠的網際網路通訊機制: Aug., 2011 ~ Jul., 2013.
    (Principal Investigator (PI), Transferred to Dept. of Computer Science, NCTU)
  32. (Chinese) 鑽石計畫: Aug., 2010 ~ Jul., 2011.
  33. (Chinese) PCAP Lib真實流量測試計畫: Aug., 2010 ~ Jul., 2011.
  34. (Chinese) 友訊交大聯合研發中心計畫: Jul., 2008 ~ Jul., 2011.
  35. (Chinese) 下一世代資訊通訊網路尖端技術與應用(二) ─ 子計畫五：網路安全: Apr., 2004 ~ Jun., 2008.
  36. (Chinese) 校園網路IPv6 SIP VoIP之建置與推廣: Jan., 2004 ~ Dec., 2004.
  37. (Chinese) 支援下一代無線與FTTx 擷取之光纖都會網路技術 ─ 子計畫四: Sep., 2003 ~ Jul., 2006.
  38. (Chinese) 下一世代資訊通訊網路尖端技術及應用: Sep., 2003 ~ Mar., 2004.

Talks/Presentations

  1. “Let's Talk about the Impact of Artificial Intelligence on the Research and Development of Computer Networks and Communications” for Computer Science and Information Engineering, Asia University (Sep. 8, 2021), Institute of Communications Engineering, National Tsing Hua University (Jun. 11, 2021), and Taiwan AI Academy (Jun. 19, 2021).
  2. “Competition Guide for Artificial Intelligence and Big Data Competitions” for Taiwan AI Academy (Nov. 16, 2019 and Jun. 20, 2020).
  3. “Artificial Intelligence and Big Data: A Powerful Combination for Future Growth” for National Nantou Senior High School (Oct. 23, 2019).
  4. “Big Data Analysis and Application of Artificial Intelligence in Traffic Management - A Case Study of Taichung City Bus” for Taiwan AI Academy (Feb. 22, 2019).
  5. “MOOCs Experience Sharing: Teaching MOOCs is Not Difficult!” for Asia University and China Medical University (Dec. 12, 2018).
  6. “Application and Analysis of Artificial Intelligence in Traffic Management” for Taiwan AI Academy (Nov. 3, 2018).
  7. “MOOCs Experience Sharing: Data Processing for Big Data - Hadoop MapReduce Program Design and Data Visualization” for Asia University and China Medical University (Dec. 14, 2017).
  8. “Transportation Analytics: Applying the Big Data of Electronic Ticket to Ridership Analysis of Taichung City Bus in Taichung City” for Department of Public Health, China Medical University (Dec. 11, 2017).
  9. “How to Make Your Rough Ideas to Quality Patents” for Advanced Research Institute, Institute for Information Industry (Jul. 26, 2012).
  10. “Patent Application and Material Strategy - All for The Money” for Advanced Research Institute, Institute for Information Industry (Mar. 14, 2012).
  11. “When Research Meets Product - Real Cases of Cloud Computing and Software Engineering” for Department of Computer Science and Information Engineering, National Taipei University (Feb. 29, 2012).
  12. “When Analytics Meets Services” for Department of Computer Science and Information Engineering, National Taiwan Normal University (Oct. 22, 2011).
  13. “Introduction to Patent Strategy and Thinking Models” for Advanced Research Institute, Institute for Information Industry (Sep. 21, 2011).
  14. “When Research Meets Product - Real Cases of Network Protocols, System Architecture, and Software Engineering” for Department of Computer Science and Information Engineering, National Chung Cheng University (Mar. 21, 2011) and Advanced Research Center, Institute for Information Industry (Apr. 29, 2011).
  15. “Why Test?” for Department of Information and Computer Engineering, Chung Yuan Christian University (Mar. 7, 2011).
  16. “Introduction to NBL - RealFlow Beta Site” for Botnet Detection Research Project, National Taiwan University (Nov. 22, 2010).
  17. “How to Design and Manage a Project - Real Case Study” for D-Link NCTU Joint Research Center, National Chiao Tung University (Nov. 10, 2010).
  18. “Research Experience Sharing from a Young Explorer” for D-Link NCTU Joint Research Center, National Chiao Tung University (Oct. 20, 2008 and Jul. 28, 2010) and Department of Computer Science and Information Engineering, National Changhua University of Education (Dec. 26, 2008).

Get In Touch

  •  Tel: +886-2-3366-1923
  •  Fax: +886-2-3366-1199

  •  Email1:
  •  Email2:
  •  Office: room 2C, Teaching and Researching Hall, No. 1, Sec. 4, Roosevelt Rd., Daan Dist., Taipei, Taiwan
© 2018 Cheng-Yuan Ho - All Rights Reserved.