購物比價找書網找車網
FindBook
排序:
 
 有 1 項符合

Yaser S. Abu-Mostafa

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
艾蜜莉.狄金生世界 套書(二冊):《這是我寫給世界的信【精裝版】》、《植物學家Anna Atkins復刻氰顯影盒卡》
作者:艾蜜莉.狄金生
出版社:漫遊者
出版日期:2021-06-16
66折: $ 681 
金石堂 - 今日66折
撲克命牌套書二冊:《撲克命牌?我的流年》、《撲克命牌?我的愛情》
作者:羅伯特.坎普
出版社:橡實
出版日期:2021-01-18
66折: $ 1056 
金石堂 - 今日66折
SIN原罪I:性.掠食者
作者:笭菁
出版社:奇幻基地出版事業部
出版日期:2023-12-28
66折: $ 238 
金石堂 - 今日66折
馭我吧大神!美人過敏症師兄! 胸章2入組
66折: $ 99 
 
博客來 - 暢銷排行榜
尋找安全的家:結構技師蔡榮根教你選好宅
作者:蔡榮根
出版社:天下文化
出版日期:2024-10-30
$ 355 
金石堂 - 暢銷排行榜
青梅竹馬是墮落聖女!(2)
作者:ショーソン
出版社:台灣角川股份有限公司
出版日期:2024-11-07
$ 111 
Taaze 讀冊生活 - 暢銷排行榜
我可能錯了:森林智者的最後一堂人生課
作者:比約恩.納提科.林德布勞、卡洛琳.班克勒、納維德.莫迪里
出版社:先覺出版
出版日期:2023-02-01
$ 355 
Taaze 讀冊生活 - 暢銷排行榜
原子習慣:細微改變帶來巨大成就的實證法則
作者:詹姆斯.克利爾
出版社:方智出版
出版日期:2019-06-01
$ 260 
 
Taaze 讀冊生活 - 新書排行榜
噴嚏女孩
作者:佐緒
出版社:長鴻出版社(小說)
出版日期:2024-10-16
$ 285 
Taaze 讀冊生活 - 新書排行榜
當爸媽過了65歲:你一定要知道的醫療、長照、財務、法律知識【全新增修版】
作者:康哲偉
出版社:先覺出版
出版日期:2024-11-01
$ 239 
Taaze 讀冊生活 - 新書排行榜
解讀攝影大師【長銷經典版】:認識他們的創作人生、觀點與作品觀看之道
作者:伊恩.傑佛瑞
出版社:原點出版
出版日期:2024-10-03
$ 525 
Taaze 讀冊生活 - 新書排行榜
家庭裡的覺醒對話:張輝誠的十年蛻變,走向內在穩定的教養之路
作者:張輝誠
出版社:親子天下股份有限公司
出版日期:2024-10-31
$ 338 
 

©2024 FindBook.com.tw -  購物比價  找書網  找車網  服務條款  隱私權政策