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
婷婷的好選擇:好好排隊、耐心分享-你的選擇是?(小朋友好品格)
作者:麗莎.雷根
出版社:五南圖書出版股份有限公司
出版日期:2023-04-28
66折: $ 231 
金石堂 - 今日66折
有趣的兩棲、水族與植物王國
作者:學習樹研究發展總部
出版社:五南圖書出版股份有限公司
出版日期:2018-04-28
66折: $ 165 
金石堂 - 今日66折
靈界的訊息有聲書第4輯
作者:許添盛
出版社:賽斯文化
出版日期:2013-11-22
66折: $ 581 
金石堂 - 今日66折
新手一看就懂的股市分析(財報增修版)
作者:張凱文
出版社:羿勝國際出版社
出版日期:2022-08-22
66折: $ 231 
 
博客來 - 暢銷排行榜
孤獨搖滾! 7 (首刷限定版)
出版日期:2025-01-20
$ 246 
金石堂 - 暢銷排行榜
鋼之鍊金術師 CHRONICLE(全)
作者:荒川弘
出版社:尖端漫畫
出版日期:2025-02-06
$ 383 
金石堂 - 暢銷排行榜
療傷遊戲 重新開始 05
作者:日ノ原巡
出版社:東立出版社
出版日期:2025-02-05
$ 119 
金石堂 - 暢銷排行榜
請解開故事謎底 04
作者:花於景(雷雷夥伴)
出版社:魔豆文化有限公司
出版日期:2025-02-05
$ 150 
 
Taaze 讀冊生活 - 新書排行榜
顯化冥想的力量:100個引導練習,啟動宇宙中最強大的願景實現
作者:卡珊卓.波札克
出版社:英屬維京群島商高寶國際有限公司台灣分公司
出版日期:2025-01-08
$ 266 
博客來 - 新書排行榜
α的新娘 共鳴戀情(03)特典版
$ 126 
Taaze 讀冊生活 - 新書排行榜
此曲只應天上有:青春版《牡丹亭》二十週年慶演紀錄
作者:白先勇
出版社:聯經出版事業股份有限公司
出版日期:2025-02-13
$ 532 
Taaze 讀冊生活 - 新書排行榜
練習一個人
作者:陶立夏
出版社:時報文化出版企業股份有限公司
出版日期:2025-01-14
$ 294 
 

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