Buku Text Sistem Informasi

Exploring data with RapidMiner: explore, understand, and prepare real data using RapidMiner's practical tips and tricks

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indeks: hal. 145-148

Data is everywhere and the amount is increasing so much that the gap between what people can understand and what is available is widening relentlessly. There is a huge value in data, but much of this value lies untapped. 80% of data mining is about understanding data, exploring it, cleaning it, and structuring it so that it can be mined. RapidMiner is an environment for machine learning, data mining, text mining, predictive analytics, and business analytics. It is used for research, education, training, rapid prototyping, application development, and industrial applications.

Exploring Data with RapidMiner is packed with practical examples to help practitioners get to grips with their own data. The chapters within this book are arranged within an overall framework and can additionally be consulted on an ad-hoc basis. It provides simple to intermediate examples showing modeling, visualization, and more using RapidMiner.

Exploring Data with RapidMiner is a helpful guide that presents the important steps in a logical order. This book starts with importing data and then lead you through cleaning, handling missing values, visualizing, and extracting additional information, as well as understanding the time constraints that real data places on getting a result. The book uses real examples to help you understand how to set up processes, quickly..

This book will give you a solid understanding of the possibilities that RapidMiner gives for exploring data and you will be inspired to use it for your own work.

What you will learn from this book

Import real data from files in multiple formats and from databases
Extract features from structured and unstructured data
Restructure, reduce, and summarize data to help you understand it more easily and process it more quickly
Visualize data in new ways to help you understand it
Detect outliers and methods to handle them
Detect missing data and implement ways to handle it
Understand resource constraints and what to do about them

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Ketersediaan

12249	005.73 CHI e c1	UPT. PERPUSTAKAAN PUSAT (Rak Tandon)	Tersedia - No Loan
12733	005.73 CHI e c2	UPT. PERPUSTAKAAN PUSAT	Tersedia

Informasi Detail

Judul Seri

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No. Panggil

005.73 CHI e

Penerbit

Birmingham : Packt Publising., 2013

Deskripsi Fisik

148 hlm.; 23 cm

Bahasa

English

ISBN/ISSN

978-1-78216-933-8

Klasifikasi

005.73

Tipe Isi

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Tipe Media

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Tipe Pembawa

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Edisi

Ed. I

Subjek

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Info Detail Spesifik

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Pernyataan Tanggungjawab

Andrew Chisholm

Versi lain/terkait

Lampiran Berkas

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