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作者:项亮
出版社:北京图灵文化发展有限公司
ISBN:9787115281586
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Machine Learning for Hackers 评分:
全书案例既有分类问题,也有回归问题;既包含监督学习,也涵盖无监督学习。本书讨论的案例从分类讲到回归,然后讨论了聚类、降维、最优化问题等。这些案例包括分类:垃圾邮件识别,排序:智能收件箱,回归模型:预测网页访问量,正则化:文本回归,最优化:密码破解,无监督学习:构建股票市场指数,空间相似度:用投票记录对美国参议员聚类,推荐系统:给用户推荐R语言包,社交网络分析:在Twitter上感兴趣的人,模型比较:给你的问题找到最佳算法。各章对原理的叙述力求概念清晰、表达准确,突出理论联系实际,富有启发性,易于理解。在探索这些案例的过程中用到的基本工具就是R统计编程语言。R语言非常适合用于机器学习的案例研究,因为它是一种用于数据分析的高水平、功能性脚本语言。
上传时间:2018-09 大小:21.54MB
- 20.83MB
R语言Machine Learning for Hackers
2018-08-31What is machine learning? At the highest level of abstraction, we can think of machine learning as a set of tools and methods that attempt to infer patterns and extract insight from a record of the observable world. For example, if we are trying to teach a computer to recognize the zip codes written on the fronts of envelopes, our data may consist of photographs of the envelopes along with a record of the zip code that each envelope was addressed to. That is, within some context we can take a record of the actions of our subjects, learn from this record, and then create a model of these activities that will inform our understanding of this context going forward. In practice, this requires data, and in contemporary applications this often means a lot of data (perhaps several terabytes). Most machine learning techniques take the availability of such data as given, which means new opportunities for their application in light of the quantities of data that are produced as a product of running modern companies
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Machine Learning for Hackers 高清英文.pdf版
2013-07-06This book is here to help you get your job done. In general, you may use the code in this book in your programs and documentation. You do not need to contact us for permission unless you’re reproducing a significant portion of the code.
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Machine Learning for Hackers 无水印pdf
2017-09-24Machine Learning for Hackers 英文无水印pdf pdf所有页面使用FoxitReader和PDF-XChangeViewer测试都可以打开 本资源转载自网络,如有侵权,请联系上传者或csdn删除 本资源转载自网络,如有侵权,请联系上传者或csdn删除
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垃圾邮件分类器的R代码
2014-08-23用R代码写的垃圾邮件分类器,可以有效识别垃圾邮件
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R语言机器学习——第三章的垃圾邮件分类的数据
2014-11-11这是英文版:Machine Learning for Hackers 中文版:R语言机器学习 第三章垃圾邮件分类的数据资源!其中我的博客会持续跟进学习!
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Machine-Learning
2021-03-29Machine-Learning
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Machine Learning for Hackers 中文样章免费
2014-10-10在万恶的百度文库购买,特地传上来,供大家免费下载
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Machine Learning for Hackers.pdf
2016-01-20Machine Learning for Hackers.pdf , using R for machine learning case study
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Machine learning for hackers.
2017-09-24If you’re an experienced programmer interested in crunching data, this book will get you started with machine learning—a toolkit of algorithms that enables computers to train themselves to automate ...
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Machine Learning for Developers by Mike de Waard
2015-07-22The section practical examples is inspired by the examples from the book Machine Learning for Hackers. Additionally the book Machine Learning in Action was used for validation purposes.
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machine_learning_for_hackers.
2012-05-15the terms machine learning and hackers. What is machine learning? At the highest level of abstraction, we can think of machine learning as a set of tools and methods that attempt to infer patterns and...
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Machine Learning
2010-11-14机器学习的好书,Tom M. Mitchell的,希望大家能够喜欢!
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Machine_Learning
2021-04-01机器学习
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R书精选之十二宫(第2部分)(英文书)
2014-06-04R书精选之十二宫(12本英文书籍) 1. R in Action ...7. Machine Learning for Hackers 8. ggplot2 9. R Cookbook 10. R in a Nutshell 11. R Programming for Bioinformatics 12. Software for Data Analysis
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R书精选之十二宫(第1部分)(英文书)
2014-06-04R书精选之十二宫(12本英文书籍) 1. R in Action ...7. Machine Learning for Hackers 8. ggplot2 9. R Cookbook 10. R in a Nutshell 11. R Programming for Bioinformatics 12. Software for Data Analysis
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deep-learning-for-javascript-hackers.pdf
2020-08-04Deep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. Because the computer gathers knowledge from ...
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counter hack reloaded
2010-09-11My purpose here is not to create an army of barbarian hackers mercilessly bent on world domination. The focus of this book is on defense, but to create an effective defense, we must understand the ...
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Machine Learning with R
2017-08-28机器学习算法和R语言代码的结合,即不枯燥也不无聊,适合学习机器学习和R语言的人使用。
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Machine-Learning-I
2021-04-05机器学习I