Encyclopedia of Machine Learning and Data Mining
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data mining data processing
介绍数据预处理的PPT,英文版,包括数据预处理的目的,数据清洗、数据转换、数据规约等
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data analysis and data mining
数据分析数据挖掘相关的英文书籍,很好的入门书籍,看完可以有一个大概的了解
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Data Mining with Big Data
This paper presents a HACE theorem that characterizes the features of the Big Data revolution, and p
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Data Preparation for Data Mining
一本非常不错的数据挖掘入门书籍。比较清晰的说明了数据挖掘部分的工作,而这也正是行业机器学习模型开发中最基本、最重要的部分。
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Machine Learning Mastery Machine Learning with Python
https://machinelearningmastery.com/machine-learning-with-python/书和代码都有
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数据挖掘实用机器学习技术Data Mining Practical Machine Learning Tools and Techniques4ed.pdf
数据挖掘实用机器学习技术 第四版 英文 高清Data Mining Practical Machine Learning Tools and Techniques 4ed.pdf
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HandsOn Data Science and Python Machine Learning随书代码
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Machine Learning The Art and Science of Algorithms that Make Sense of Data
Thisbookisanintroductorytextonmachinelearning.Thestyleofthebookissuchthatitcanbeusedasatextbookforan
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Introduction_to_Machine_Learning_with_Python_A_Guide_for_Data_Scientists_
This book is for current and aspiring machine learning practitioners looking to implement solutions
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Fundamentals.of.Machine.Learning.for.Predictive.Data.Analytics.02620294
Machinelearningisoftenusedtobuildpredictivemodelsbyextractingpatternsfromlargedatasets.Thesemodelsar
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