10702 工程學群 資訊工程學系

Web Programming, Technologies, and Applications

吳尚鴻 教授

資訊工程學系
國立清華大學資訊工程學系    教授 
國立台灣大學資訊工程學系       博士

【教學】 機器學習理論、雲端資料庫、APP創業與實作
【研究】 機器學習、巨量資料處理、App 智能
  http://www.cs.nthu.edu.tw/~shwu/
【榮譽】 New Faculty Research Award, NTHU, 2015 
  Outstanding Research Award, EECS, NTHU, 2014
Outstanding Teaching Award, EECS, NTHU, 2013
IBM Ph.D. Fellowship Award, 2008 (70/575 worldwide)


News

最新公告

2025-08-15 2025年9月-11月開放式課程工讀招募至8/28(四)12:00截止,工讀履歷隨到隨審,謝謝!
2025-08-15 如何開啟YOUTUBE影片翻譯字幕 ?
2025-08-15 如何開啟Google Chrome翻譯網頁功能?
2025-08-12 【OEGlobal 2026 論文徵稿】 MIT 麻省理工學院邀請您打造更開放且公平的未來!
2025-08-05 TOCEC攜手均一教育平台 推動數位學習新未來
2025-08-01 戴佳原教授 〡分歧理論
2025-07-24 2025研究生常用AI工具推薦
2025-07-24 22個優質AI工具推薦-20250724
2025-06-27 2025/8/4(一) E-want*Tocec 2025 台灣線上學習高峰會 2025 Taiwan Online Learning Summit
2025-06-20 4/26(六) - 4/29(二) 開放式課程系統升級維護通知!
2025-06-20 【2025 NTHU OCW 授權合作*共創雙贏】讓我們齊心並肩,如龍舵手般穩操勝券,帶領學生勇闖知識航道,助教師勇奪教學的榮耀錦標!
2025-06-20 【2025 NTHU OCW 授權合作*共創雙贏】讓我們齊心並肩,如龍舵手般穩操勝券,帶領學生勇闖知識航道,助教師勇奪教學的榮耀錦標!
2025-06-18 2025 OE Awards for Excellence 開始提名!2025 Open Education Awards for Excellence Nomination
2025-06-12 2025 開放式課程誠徵研究生資訊工讀生1名!
2025-03-25 OEGlobal 2026 conference

Syllabus

課程大綱

 

Description 
The classes are divided into three parts. First, we give a primer to web fundamentals such as HTTP, HTML, CSS, and Javascript. We cover different programming paradigms, including the OOP and functional programming. Handy tools such as Git are covered to get students familiar with the project-based and team-based development. In the second part, we introduce modern web development techniques such as responsive design, Bootstrap, ES6/7, React, and Redux. Last, we extend our horizon to the backend and mobile development landscapes by introducing the Node.js, PostgreSQL database system, Amazon Web Services (AWS), and React Native. We also give case studies on how to leverage Machine Learning algorithms to convert raw user data into the AI.
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 https://nthu-datalab.github.io/webapp/index.html

 
Syllabus 
Lecture  1HTTP&HTML
Lecture  2CSS
Lecture  3Bootstrap and Responsive Design
Lecture  4Javascript & DOM
Lecture  5Modern Javascript
  

Reference Books 
Alexander Osterwalder, Business Model Generation: A Handbook for 
 Visionaries, Game Changers, and Challengers, 2010
Eric Ries, The Lean Startup: How Today's Entrepreneurs Use Continuous 
 Innovation to Create Radically Successful Businesses, 2011
Peter Thiel, Blake Masters, Zero to One: Notes on Startups, or How to Build
 the Future, 2014
  
  

 

Online Courses 

Mozilla Developer Network (MDN)
W3Schools Online Web Tutorials
Amazon Web Services (AWS)
React Convention: A coding by Convention Guide for React JS and React 

Native Developers
  
  

Keyword

關鍵字

  • Web Programming
  • Technologies
  • Applications