Guide to Intelligent Data Analysis 2024 pdf epub mobi 电子书

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发表于2024-06-16

Guide to Intelligent Data Analysis 2024 pdf epub mobi 电子书

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Data analysis is the every day work for my PhD project, but I have no idea how to do it intelligently. In the past year, I just followed my supervisor's advice, like checking this attribute, and then do the scatter plot. Sometimes, I tried a little analys...

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出版者:Springer

作者:Michael R. Berthold

出品人:

页数:410

译者:

出版时间:2010-7-1

价格:GBP 62.99

装帧:Hardcover

isbn号码:9781848822597

丛书系列:

图书标签: 数据挖掘数据分析机器学习计算机 MachineLearning 编程实践分析

Guide to Intelligent Data Analysis 2024 pdf epub mobi 电子书图书描述

This book provides a systematic overview and classification of tasks in data analysis, methods to solve them and typical problems encountered. Different views from classical and non-classical statistics like Bayesian inference and robust statistics, exploratory data analysis, data mining and machine learning are combined together to provide a better understanding of the methods, their potentials and limitations. Features: a Focuses on validation and pitfalls related to real world applications of these techniques a Presents different approaches, analysing their advantages and disadvantages for certain types of tasks including exploratory data analysis, data mining, classical statistics and robust statistics a Contains case studies and examples to enhance understanding a A supplementary website provides numerous hands-on examples This collective view of data analysis problems and methods, their potentials and limitations is an indispensable learning tool for graduate and advanced undergraduate students.

Guide to Intelligent Data Analysis 2024 pdf epub mobi 电子书

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