泰雅之聲

泰雅織布歌

一些常聽的 Podcast 節目和培養英文聽力的方法

一些常聽的 Podcast 節目 (*)，適合坐車、(讓眼睛) 休息、睡前、或運動時聽

• AI with AI 
• American Public Media: Marketplace
• BBC World Service: BBC News, The Climate Question
• Causal Bandits Podcast by Alex Molak (new)
• Conversations with Tyler
• Financial Times: Behind the Money, News Briefing
• Freakonomics Radio

10 個改變世界的統計觀念

Leda Liang, Ten Statistical Ideas that Changed the World, (YouTube, Stanford course, Tibshirani's GitHub)

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)

Transforming AI

Transforming AI | NVIDIA GTC 2024 Panel Hosted by Jensen Huang (Attention Is All You Need)