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顯示具有 資料探勘 標籤的文章。 顯示所有文章
7/13/2025

Statistical Modeling: The Two Cultures

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Cynthia Rudin , Leo Breiman, the Rashomon Effect, and the Occam Dilemma , arXiv:2507.03884, 2025. In the famous “Two Cultures” paper, Leo Br...
2/02/2023

學習大數據 (big data) 的技能

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一些工具或念個學位 可以參考 DS Examiner, Data Scientist Foundations: The Hard and Human Skills You Need , November 8, 2013 或者   Insight Data Science ...
9/15/2022

Cynthia Rudin wins AAAI Squirrel AI Award

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AAAI, Duke Computer Scientist Wins $1 Million Artificial Intelligence Prize , A 'New Nobel', October 12, 2021. Whether preventing ex...
7/12/2022

Machine learning and statistical testing at vantagescore

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Kimberly Adams, How one credit scoring company is thinking about financial inclusion , Marketplace Tech,  JULY 8, 2022. ( more around July 2...
2/21/2022

7 real-world applications of reinforcement learning

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 Joy Zhang, 7 real-world applications of reinforcement learning , gocoder, February 17, 2022 1. Autonomous driving with Wayve 2. Personalizi...
10/18/2021

Minimum-Distortion Embedding

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Akshay Agrawal, Alnur Ali and Stephen Boyd (2021), " Minimum-Distortion Embedding ", Foundations and Trends® in Machine Learning: ...
6/26/2021

Interpretable predictive maintenance for hard drives

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Maxime Amram, Jack Dunn, Jeremy J.Toledano, and Ying Daisy Zhuo, Interpretable predictive maintenance for hard drives , Machine Learning wit...
5/03/2021

Machine Learning Under a Modern Optimization Lens

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Dimitris Bertsimas and Jack Dunn, Machine Learning Under a Modern Optimization Lens , Dynamic Ideas LLC, 2019. The book provides an ori...
4/03/2021

How we use AutoML, Multi-task learning and Multi-tower models for Pinterest Ads

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Ernest Wang, How we use AutoML, Multi-task learning and Multi-tower models for Pinterest Ads , Aug 20, 2020. People come to Pinterest in an ...
2/04/2021

台積電的數位轉型

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王宏仁， 台積電數位轉型的下一步，靠AI推動全面轉型（上） ，iThome，2021-01-27 IT，就是讓台積順利將各種製造服務轉為自動化的關鍵。在1996年，台積為了將後勤和財務資訊轉換成管理資訊來輔助決策，展開了資訊系統大升級，當年WWW技術才剛點燃了全球網際網路新浪潮不...
1/25/2021

Special Issue — M&SOM 20th Anniversary

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Special Issue — M&SOM 20th Anniversary, Volume 22, Issue 1, January-February 2020 ( online ) This special issue contains invited and rev...
11/01/2020

Toward a Blend of Machine Learning and Microeconomics

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Michael I. Jordan on the Future of AI and Machine Learning (Full Video) | ODSC West 2019  
10/22/2020

50 years of Data Science

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David Donoho , 50 Years of Data Science , Journal of Computational and Graphical Statistics , Volume 26, Issue 4, 2017, Pages 745-766. More ...
10/01/2020

A few useful things to know about machine learning

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Pedro Domingos, A Few Useful Things to Know About Machine Learning , Communications of the ACM , 2012, Vol. 55, No. 10, Pages 78-87. This ar...
9/18/2020

Introducing data science

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Davy Cielen, Arno D. B. Meysman, and Mohamed Ali, Introducing data science: Big data, machine learning, and more, using Python tools , Mann...
7/12/2020

新創用 ai 找出外觀看不到的標籤，幫電商做到精準「神推薦」

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陳君毅， 要消費者塞爆購物車！新創用ai找出外觀看不到的標籤，幫電商做到精準「神推薦」 ，數位時代，2020.07.06 Rosetta.ai Blog
3/31/2020

必勝客借力 Appier，訂單成交率提升15%

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陳君毅 ， 折價券怎麼發才有效？必勝客借力Appier，訂單成交率提升15% ，數位時代 ， 2020.03.30
3/10/2020

佳世達集團讓 AI 產品化，解決 3 個餐飲業痛點

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王郁倫， 拿下台灣30%市佔！佳世達集團讓AI產品化，解決3個餐飲業痛點 ，數位時代， 2020.03.09  長年協助餐飲業客戶資訊數位化，益欣總經理康惠媚觀察，目前連鎖餐飲業客戶最需要的是會員管理、數位行銷、人力排班應用；而顧客的消費管道愈來愈多，留下很多足跡，業者...
11/08/2019

Nine Algorithms That Changed the Future (改變世界的九大演算法)

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John Maccormick, Nine Algorithms That Changed the Future: The Ingenious Ideas That Drive Today’s Computers , Princeton Univ Press, 2013. ...
10/14/2019

電腦的計算速度和線性代數

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為了說明電腦的計算速度，特別設計了一個內積的問題，不到一秒可以計算一千萬組數字內積。 推薦系統有多種方法 ，方法之一使用內積 (inner product)；另外，現代電腦可以快速地計算 線性代數的問題 ，無形中培養計算思維 (Computational thinking)，也可...