購物比價找書網找車網
FindBook
排序:
 
 有 1 項符合

Malik Magdon-Ismail

的圖書
LEARNING FROM DATA
$ 630 ~ 1200
LEARNING FROM DATA
作者:Yaser S. Abu-Mostafa,Malik Magdon-Ismail,Hsuan-Tien Lin 
出版社:N/A
出版日期:2012-10-01
語言:原文書   
點我評分 圖書介紹4 查價格、看圖書介紹
圖書介紹 - 資料來源:博客來   評分:
圖書名稱:LEARNING FROM DATA

內容簡介

  Machine learning allows computational systems to adaptively improve their performance with experience accumulated from the observed data. Its techniques are widely applied in engineering, science, finance, and commerce. This book is designed for a short course on machine learning. It is a short course, not a hurried course. From over a decade of teaching this material, we have distilled what we believe to be the core topics that every student of the subject should know. We chose the title `learning from data' that faithfully describes what the subject is about, and made it a point to cover the topics in a story-like fashion. Our hope is that the reader can learn all the fundamentals of the subject by reading the book cover to cover.

  Learning from data has distinct theoretical and practical tracks. In this book, we balance the theoretical and the practical, the mathematical and the heuristic. Our criterion for inclusion is relevance. Theory that establishes the conceptual framework for learning is included, and so are heuristics that impact the performance of real learning systems.

  Learning from data is a very dynamic field. Some of the hot techniques and theories at times become just fads, and others gain traction and become part of the field. What we have emphasized in this book are the necessary fundamentals that give any student of learning from data a solid foundation, and enable him or her to venture out and explore further techniques and theories, or perhaps to contribute their own.

  The authors are professors at California Institute of Technology (Caltech), Rensselaer Polytechnic Institute (RPI), and National Taiwan University (NTU), where this book is the main text for their popular courses on machine learning. The authors also consult extensively with financial and commercial companies on machine learning applications, and have led winning teams in machine learning competitions.

 

目錄

Ch1: The Learning Problem
Ch2: Training versus Testing
Ch3: The Linear Model
Ch4: Overfitting
Ch5: Three Learning Principles
 

詳細資料

  • ISBN:9781600490064
  • 叢書系列: 大學資訊
  • 規格:精裝 / 213頁 / 普通級 / 單色印刷 / 初版
  • 出版地:台灣
贊助商廣告
 
金石堂 - 今日66折
你的工作該耍廢,還是值得拚?
作者:米凱.蒙戈
出版社:格致文化
出版日期:2019-07-10
66折: $ 224 
金石堂 - 今日66折
無敵姊弟科學大冒險(5):肚子疼的原因
作者:權錫源
出版社:小宇宙文化
出版日期:2021-06-09
66折: $ 238 
金石堂 - 今日66折
魯迅經典(套書)
作者:魯迅
出版社:好優文化
出版日期:2022-10-17
66折: $ 2600 
 
Taaze 讀冊生活 - 暢銷排行榜
底層邏輯:看清這個世界的底牌
作者:劉潤
出版社:時報文化出版企業股份有限公司
出版日期:2022-03-29
$ 316 
Taaze 讀冊生活 - 暢銷排行榜
世界盡頭的咖啡館:這一生,我為何而存在?(全球每19秒售出1本!療癒千萬人的暢銷經典,定位人生的神奇之書)
作者:約翰.史崔勒基
出版社:三采文化股份有限公司
出版日期:2025-02-27
$ 395 
金石堂 - 暢銷排行榜
完美應對客訴的超共感溝通術:只要做對一件事,再棘手的客訴也能圓滿化解
作者:山下由美
出版社:如果
出版日期:2025-02-19
$ 284 
博客來 - 暢銷排行榜
失控的焦慮世代:手機餵養的世代,如何面對心理疾病的瘟疫
作者:強納森.海德特 (Jonathan Haidt)
出版社:網路與書出版
出版日期:2024-11-29
$ 379 
 
金石堂 - 新書排行榜
女子棍球社!~3Years Later
$ 284 
Taaze 讀冊生活 - 新書排行榜
漫畫版世界偉人傳記(2):熱情!貝多芬【克服耳聾殘疾的偉大音樂家】(專家監修・難字注音版)
作者:迎夏生
出版社:野人文化
出版日期:2025-06-04
$ 279 
Taaze 讀冊生活 - 新書排行榜
穩紮穩打日本語︰語調篇
作者:目白JFL教育研究會
出版社:想閱文化有限公司
出版日期:2025-05-29
$ 300 
金石堂 - 新書排行榜
一開始就從裡面… 完全版(全)
作者:みちのくアタミ
出版社:東立出版社
出版日期:2025-06-30
$ 200 
 

©2025 FindBook.com.tw -  購物比價  找書網  找車網  服務條款  隱私權政策