Vint Lee, Chun Deng, Leena Elzeiny, Pieter Abbeel, and John Wawrzynek, Chip Placement with Diffusion, arXiv:2407.12282.
7/22/2024
7/17/2024
7/13/2024
Amazon Locker Capacity Management
Samyukta Sethuraman, Ankur Bansal, Setareh Mardan, Mauricio G. C. Resende, Timothy L. Jacobs (2024) Amazon Locker Capacity Management. INFORMS Journal on Applied Analytics.
7/06/2024
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)
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