Learning From Data 2024 pdf epub mobi 電子書 下載


Learning From Data

簡體網頁||繁體網頁

Learning From Data pdf epub mobi 著者簡介


Learning From Data pdf epub mobi 圖書描述

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.

Learning From Data 2024 pdf epub mobi 電子書 下載

Learning From Data pdf epub mobi 圖書目錄




點擊這裡下載
    


想要找書就要到 本本書屋
立刻按 ctrl+D收藏本頁
你會得到大驚喜!!

發表於2024-06-11

Learning From Data 2024 pdf epub mobi 電子書 下載

Learning From Data 2024 pdf epub mobi 電子書 下載

Learning From Data 2024 pdf epub mobi 電子書 下載



喜欢 Learning From Data 電子書 的读者还喜欢


Learning From Data pdf epub mobi 讀後感

評分

評分

前後曆時半年多,總算把LFD的習題整理完瞭,除瞭第六章,第八章和第九章少部分習題以外,其他所有習題均已完成。教材的上半部分(第一章到第五章)是精髓,補充部分(第六章到第九章)有部分章節稍顯倉促,而且有一些小錯誤,第九章部分實際應用可能較少,但是總的來說,本書絕...

評分

前後曆時半年多,總算把LFD的習題整理完瞭,除瞭第六章,第八章和第九章少部分習題以外,其他所有習題均已完成。教材的上半部分(第一章到第五章)是精髓,補充部分(第六章到第九章)有部分章節稍顯倉促,而且有一些小錯誤,第九章部分實際應用可能較少,但是總的來說,本書絕...

評分

前後曆時半年多,總算把LFD的習題整理完瞭,除瞭第六章,第八章和第九章少部分習題以外,其他所有習題均已完成。教材的上半部分(第一章到第五章)是精髓,補充部分(第六章到第九章)有部分章節稍顯倉促,而且有一些小錯誤,第九章部分實際應用可能較少,但是總的來說,本書絕...

評分

在CIT的機器學習和數據挖掘課程上看到這本書,目錄看起來很不錯,應該比Andrew Ng課程更偏重理論些。這本書就是CIT課程授課內容的總結,這種書看起來比直接看教材要容易多,隻是一直沒有找到這本書,請問有人有電子版嗎?  

類似圖書 點擊查看全場最低價
出版者:AMLBook
作者:Yaser S. Abu-Mostafa
出品人:
頁數:213
譯者:
出版時間:2012-3-27
價格:USD 48.00
裝幀:Hardcover
isbn號碼:9781600490064
叢書系列:

圖書標籤: 機器學習  MachineLearning  數據挖掘  數據分析  人工智能  計算機  DataMining  計算機科學   


Learning From Data 2024 pdf epub mobi 電子書 下載
想要找書就要到 本本書屋
立刻按 ctrl+D收藏本頁
你會得到大驚喜!!

Learning From Data pdf epub mobi 用戶評價

評分

really exciting course on coursera

評分

林軒田的coursera

評分

前三章讀起來很舒服。。後麵應該是換瞭寫作者。。總體不錯。。

評分

其實單獨看書有點纍...還是配閤HT Lin的課比較好

評分

配閤林軒田的機器學習基石和機器學習技法看的.這個課林老師很用心,上過的最好的課程,和MIT的linear algebra給我的啓發差不多.在頻率派上把一些模型做瞭橫嚮的比較和連接.課程有時候在coursera上沒有,但是youtube有完整的,林老師還會對下麵留言的問題一一解答.

Learning From Data 2024 pdf epub mobi 電子書 下載


分享鏈接





相關圖書




本站所有內容均為互聯網搜索引擎提供的公開搜索信息,本站不存儲任何數據與內容,任何內容與數據均與本站無關,如有需要請聯繫相關搜索引擎包括但不限於百度google,bing,sogou

友情鏈接

© 2024 onlinetoolsland.com All Rights Reserved. 本本書屋 版權所有