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

2025-02-18 臺灣開放式課程暨教育聯盟|榮獲內政部113年度全國社會公益團體貢獻獎 - 金質獎 (感謝會員學校齊心努力!)
2025-02-14 訊號與系統必修之選【電機資訊必考科目,清大低調巨匠洪樂文教授全英親授】
2025-02-13 A Must-Take Course on Signals and Systems - 【A Core Subject in Electrical Engineering and Computer Science, Taught by NTHU’s Esteemed Scholar, Professor Yao-Win Peter Hong】
2025-02-06 2023 引領教學潮流 : 大學教授的魅力品牌之路 !
2025-02-06 教師備課一定要知道3件事分享報導 ! (20221101)
2025-02-03 【 NTHU OCW × EMI 】Let our professors' engaging teaching bring color to your learning memories!
2025-01-08 周志遠教授〡作業系統 - 全集字幕版
2025-01-03 ❤ 開放式課程授權合作推薦 Open Course Cooperation Recommendation ❤
2025-01-03 【2025開放式課程工讀招募】沒有穩定的工作、只有穩定的能力,誠摯地歡迎您加入我們的行列!!滿!
2024-12-25 11301白先勇清華文學講座 5〡文學 X 電影二重奏課程活動花絮
2024-12-23 【隨時❤️開放式課程*超猛筆記大募集】我們深信學習不是少數人的事,而是所有人的事,敬邀您的熱血參與!!!
2024-12-10 【白先勇教授:文學改編電影──從《玉卿嫂》改編講起】報名至【12月13日(五)17:00截止】!
2024-12-06 【開放式課程魅力專題報導】馬斯克時間拳擊法!馬斯克是1年當8年用、而我們是8年當1年用,如何對症下藥逆轉人生一窺箇中奧秘!
2024-12-04 【轉發EMI中心】12/10(二) 黃舒屏教授提升EMI課堂學習動機的實用技巧,誠摯地歡迎您踴躍報名! ! !
2024-12-02 2024/12/18 白先勇教授【白先勇文學改編電影-從《玉卿嫂》改編講起】於旺宏館國際會議廳舉行「即將放報名」!!!請您留意相關訊息,謝謝您!

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.
 ♠
 https://nthu-datalab.github.io/webapp/index.html

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