Guide to Intelligent Data Analysis 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024

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Michael R. Berthold 作者

Springer

譯者

2010-7-1 出版日期

410 頁數

GBP 62.99 價格

Hardcover

叢書系列

9781848822597 圖書編碼

Guide to Intelligent Data Analysis 在線電子書圖書標籤: 數據挖掘數據分析機器學習計算機 MachineLearning 編程實踐分析

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發表於2024-11-25

Guide to Intelligent Data Analysis 在線電子書 epub 下載 mobi 下載 pdf 下載 txt 下載 2024

Guide to Intelligent Data Analysis 在線電子書 epub 下載 pdf 下載 mobi 下載 txt 下載 2024

Guide to Intelligent Data Analysis 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024

Guide to Intelligent Data Analysis 在線電子書用戶評價

評分☆☆☆☆☆

Overview of the data analysis process. Some pitfalls in each step, e.g. data quality.

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教材，隻看瞭考試要求的1-9章，也沒有通讀，這本書基於crisp-dm框架寫的，不是技術和算法書，對數據科學的理論部分講解很多，適閤理解數據科學的業務實踐和思考方式。

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完整的數據挖掘流程。7-9的算法部分還是太簡略瞭，可以從其他機器學習、數據挖掘的書中彌補。

評分☆☆☆☆☆

Overview of the data analysis process. Some pitfalls in each step, e.g. data quality.

評分☆☆☆☆☆

Overview of the data analysis process. Some pitfalls in each step, e.g. data quality.

Guide to Intelligent Data Analysis 在線電子書著者簡介

Guide to Intelligent Data Analysis 在線電子書 pdf 下載 txt下載 epub 下載 mobi 在線電子書下載

Guide to Intelligent Data Analysis 在線電子書圖書描述

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 在線電子書下載 mobi epub pdf txt 在線電子書下載

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Guide to Intelligent Data Analysis 在線電子書讀後感

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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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