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

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

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

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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] epub pdf mobi txt 电子书 下载 2024

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

评分☆☆☆☆☆

希望我开始好好看书，收割bat的offer，走向人生巅峰。哈哈哈哈哈哈哈

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☆☆☆☆☆

还不错，机器学习还是要动手实践的！

评分☆☆☆☆☆

如今，机器学习正在互联网上下掀起热潮，而Python则是非常适合开发机器学习系统的一门优秀语言。作为动态语言，它支持快速探索和实验，并且针对Python的机器学习算法库的数量也与日俱增。本书最大的特色，就是结合实例分析教会读者如何通过机器学习解决实际问题。

评分☆☆☆☆☆

京东书很好，是正品，有一两本包装也开了，但是内容完整，没有缺烂，希望多搞活动，会一直关注。

评分☆☆☆☆☆

好的吧，从入门到退学。可立克加进来。

评分☆☆☆☆☆

正版书籍，质量不错。单位采购买了不少外文书，都很贵，还没来得及看

评分☆☆☆☆☆

书很好，果冻买的，便宜，讲解很细，没看完。快递包装很结实，没任何问题。京东物流飞快，服务超好。

评分☆☆☆☆☆

送货效率，质量很好，满意的购物。

类似图书 点击查看全场最低价