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Machine Learning: The Art and Science of Algorithms that Make Sense of Data [平装]

Machine Learning: The Art and Science of Algorithms that Make Sense of Data [平装] 下载 mobi epub pdf 电子书 2024


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Peter Flach 著



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发表于2024-03-29

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图书介绍

出版社: Cambridge University Press
ISBN:9781107422223
商品编码:19456591
包装:平装
出版时间:2013-11-14
页数:409
正文语种:英文
商品尺寸:24.4x18.8x0.5cm


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图书描述

内容简介

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.

作者简介

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.

精彩书评

"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 [平装] 下载 mobi epub pdf txt 电子书 格式

Machine Learning: The Art and Science of Algorithms that Make Sense of Data [平装] mobi 下载 pdf 下载 pub 下载 txt 电子书 下载 2024

Machine Learning: The Art and Science of Algorithms that Make Sense of Data [平装] 下载 mobi pdf epub txt 电子书 格式 2024

Machine Learning: The Art and Science of Algorithms that Make Sense of Data [平装] 下载 mobi epub pdf 电子书
想要找书就要到 图书大百科
立刻按 ctrl+D收藏本页
你会得到大惊喜!!

用户评价

评分

本书将向读者展示如何从原始数据中发现模式,首先从Python与机器学习的关系讲起,再介绍一些库,然后就开始基于数据集进行比较正式的项目开发了,涉及建模、推荐及改进,以及声音与图像处理。通过流行的开源库,我们可以掌握如何高效处理文本、图片和声音。同时,读者也能掌握如何评估、比较和选择适用的机器学习技术。

评分

随着机器学习和人工智能技术的到来,Python现在火了起来。非常好的书,图书日,清空了好多书。

评分

送货非常快,比超市价格便宜,非常方便!!!!!!!!!!!!!!!!!!

评分

打算入门人工智能的可以考虑看一下,需要一定的基础。

评分

书的质量还是可以的,买了相关内容的好多本书了。

评分

经典书籍,不用多说啦,很好满意(?ω?)hiahiahia

评分

京东快递的速度真是快。图书印刷质量不错。

评分

书不错,也很有用,不过这个神经网络的印刷有点差强人意,但总体是好的

评分

满600-400么,囤货的最佳时期,好好学习,天天向上

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Machine Learning: The Art and Science of Algorithms that Make Sense of Data [平装] mobi epub pdf txt 电子书 格式下载 2024


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