Some information and papers related to the seminar

(10/23/2024) 洪一薰教授 (Prof. I-Hsuan Hong) 

• Avinash K. Dixit and Barry J. J. Nalebuff,  The Art of Strategy: A Game Theorist's Guide to Success in Business and Life, W. W. Norton & Company, 2010. (思辨賽局)

Some books and information on machine learning and AI

General introduction (without math)

• 簡禎富，工業3.5：台灣企業邁向智慧製造與數位決策的戰略，天下雜誌，2019
• Alex J. Gutman and Jordan Goldmeier, Becoming a Data Head: How to Think, Speak, and Understand Data Science, Statistics, and Machine Learning, Wiley, 2021.
• John Maccormick, Nine Algorithms That Changed the Future: The Ingenious Ideas That Drive Today’s Computers, Princeton Univ Press, 2013. (陳正芬譯，改變世界的九大演算法：讓今日電腦無所不能的最強概念，經濟新潮社，2014)
• Cade Metz, Genius Makers: The Mavericks Who Brought AI to Google, Facebook, and the World, Dutton, 2021. (王曉伯譯，AI製造商沒說的祕密: 企業巨頭的搶才大戰如何改寫我們的世界?，時報文化，2022)
• Andrew Ng, How to Build Your Career in AI, 2023. (Free ebook, new)
• Annalyn Ng and Kenneth Soo  , Numsense! Data Science for the Layman: No Math Added, 2017. (沈佩誼譯，文科生也看得懂的資料科學，碁峰，2018)
• Cathy O'Neil, Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy, 2016 (許瑞宋譯，大數據的傲慢與偏見：一個「圈內數學家」對演算法霸權的警告與揭發，大寫出版，2017)

(線性代數) 影像壓縮和工業系

 

Source by Frank Cleary

看得出來兩張圖片的差別？

2024年諾貝爾經濟學獎

 上週得知前述文章，預定發文時間後，Daron Acemoglu 得獎。

2024年諾貝爾經濟學獎，由美國麻省理工學院（MIT）教授艾塞默魯（Daron Acemoglu）、強生（Simon Johnson），以及美國芝加哥大學教授羅賓森（James A. Robinson）共享殊榮。

Daron Acemoglu is not having all this AI hype

Robin Wigglesworth, Daron Acemoglu is not having all this AI hype, Financial Times, May 28 2024. 

Who is Daron Acemoglu? 246,645 Citations so far!