Machine Learning: The Art and Science of Algorithms that Make Sense of Data [平裝] epub pdf mobi txt 電子書 下載 2024

Machine Learning: The Art and Science of Algorithms that Make Sense of Data [平裝] epub pdf mobi txt 電子書 下載 2024

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Machine Learning: The Art and Science of Algorithms that Make Sense of Data [平裝] epub pdf mobi txt 電子書 下載 2024

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內容簡介

As one of the most comprehensive machine learning texts around, this book does justice to the field's incredible richness, but without losing sight of the unifying principles. Peter Flach's clear, example-based approach begins by discussing how a spam filter works, which gives an immediate introduction to machine learning in action, with a minimum of technical fuss. Flach provides case studies of increasing complexity and variety with well-chosen examples and illustrations throughout. He covers a wide range of logical, geometric and statistical models and state-of-the-art topics such as matrix factorisation and ROC analysis. Particular attention is paid to the central role played by features. The use of established terminology is balanced with the introduction of new and useful concepts, and summaries of relevant background material are provided with pointers for revision if necessary. These features ensure Machine Learning will set a new standard as an introductory textbook.

作者簡介

Peter Flach has more than twenty years of experience in machine learning teaching and research. He is Editor-in-Chief of Machine Learning and Program Co-Chair of the 2009 ACM Conference on Knowledge Discovery and Data Mining and the 2012 European Conference on Machine Learning and Data Mining. His research spans all aspects of machine learning, from knowledge representation and the use of logic to learn from highly structured data to the analysis and evaluation of machine learning models and methods to large-scale data mining. He is particularly known for his innovative use of Receiver Operating Characteristic (ROC) analysis for understanding and improving machine learning methods. These innovations have proved their effectiveness in a number of invited talks and tutorials and now form the backbone of this book.

精彩書評

"This textbook is clearly written and well organized. Starting from the basics, the author skillfully guides the reader through his learning process by providing useful facts and insight into the behavior of several machine learning techniques, as well as the high-level pseudocode of many key algorithms."
——Fernando Berzal, Computing Reviews

前言/序言

Machine Learning: The Art and Science of Algorithms that Make Sense of Data [平裝] epub pdf mobi txt 電子書 下載 2024

Machine Learning: The Art and Science of Algorithms that Make Sense of Data [平裝] 下載 epub mobi pdf txt 電子書

評分☆☆☆☆☆

京東書很好，是正品，有一兩本包裝也開瞭，但是內容完整，沒有缺爛，希望多搞活動，會一直關注。

評分☆☆☆☆☆

滿600-400麼，囤貨的最佳時期，好好學習，天天嚮上

評分☆☆☆☆☆

寫的很不錯，很詳細，，

評分☆☆☆☆☆

東西不錯

評分☆☆☆☆☆

隨著機器學習和人工智能技術的到來，Python現在火瞭起來。非常好的書，圖書日，清空瞭好多書。

評分☆☆☆☆☆

機器學習的知識書，幫助很大

評分☆☆☆☆☆

書很好，果凍買的，便宜，講解很細，沒看完。快遞包裝很結實，沒任何問題。京東物流飛快，服務超好。

評分☆☆☆☆☆

個人感覺不錯，Python的機器學習應該是未來的一個方嚮！

評分☆☆☆☆☆

說的包裝很完整，隻是還沒有打開看，應該還不錯吧，這個係列的書買瞭很多

类似图書 點擊查看全場最低價