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By Karine Warbesson

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Exploring Data with RapidMiner

Discover, comprehend, and get ready genuine info utilizing RapidMiner's functional information and tricks

Overview

• See how you can import, parse, and constitution your facts speedy and effectively
• comprehend the visualization chances and be encouraged to take advantage of those together with your personal data
• based in a modular option to adhere to plain processes

In Detail

Data is in all places and the volume is expanding quite a bit that the space among what humans can comprehend and what's to be had is widening relentlessly. there's a large worth in information, yet a lot of this worth lies untapped. eighty% of information mining is ready realizing facts, exploring it, cleansing it, and structuring it in order that it may be mined. RapidMiner is an atmosphere for computing device studying, facts mining, textual content mining, predictive analytics, and enterprise analytics. it's used for learn, schooling, education, swift prototyping, software improvement, and business applications.

Exploring information with RapidMiner is filled with sensible examples to aid practitioners become familiar with their very own info. The chapters inside this booklet are prepared inside an total framework and will also be consulted on an ad-hoc foundation. It offers uncomplicated to intermediate examples exhibiting modeling, visualization, and extra utilizing RapidMiner.

Exploring info with RapidMiner is a useful consultant that offers the $64000 steps in a logical order. This booklet begins with uploading information after which lead you thru cleansing, dealing with lacking values, visualizing, and extracting additional info, in addition to knowing the time constraints that genuine facts locations on getting a end result. The e-book makes use of genuine examples that will help you know the way to establish approaches, fast. .

This booklet offers you a superb figuring out of the chances that RapidMiner offers for exploring facts and you'll be encouraged to take advantage of it to your personal work.

What you are going to study from this book

• Import actual facts from records in a number of codecs and from databases
• Extract positive aspects from established and unstructured data
• Restructure, decrease, and summarize information that will help you are aware of it extra simply and procedure it extra quickly
• Visualize information in new how you can assist you comprehend it
• become aware of outliers and techniques to deal with them
• discover lacking info and enforce how one can deal with it
• comprehend source constraints and what to do approximately them

Approach

A step by step educational kind utilizing examples in order that clients of alternative degrees will enjoy the amenities provided through RapidMiner.

Who this publication is written for

If you're a computing device scientist or an engineer who has actual facts from that you are looking to extract price, this booklet is perfect for you. it is important to have no less than a uncomplicated information of information mining innovations and a few publicity to RapidMiner.

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Example text

L’application Cloud que nous utilisons peut se trouver San Francisco, Paris ou Pékin : cela fait finalement peu de différence pour nous. Le mot « nuage » fait principalement référence à cette abstraction sur la localisation. La métaphore est la suivante : les vrais nuages se déplacent perpétuellement autour de la terre, on ne sait pas les localiser ; il en est de même du Cloud pour lequel la position géographique des données est inconnue. Certains acteurs du monde du Cloud jouent d’ailleurs sur cette abstraction : ainsi Google entretient un certain mystère autour de l’emplacement de ses centres de données.

Google propose aussi une plateforme technique destinée aux informaticiens : Google Cloud Platform. Elle permet de créer des sites et des applications web réalisés par programmation. Pour terminer la présentation de Google, on peut citer quelques projets futuristes de la société : Google Car, une voiture qui se conduit toute seule, et qui commence à rouler sur les routes Californiennes (voir chapitre 7) ; Google Project Glass, des lunettes qui projettent des informations sur leurs verres, comme des e-mails ou le chemin à suivre pour attendre une destination (voir chapitre 9).

Pour éviter ce syndrome du « Big Brother », certains choisissent donc d’utiliser des services en ligne issus de nombreux acteurs du Cloud et d’avoir une identité séparée pour chaque service en ligne. Ainsi, le fournisseur de service de photo en ligne différera de celui d’e-mail, de celui de messagerie instantanée, etc. Ces tenants de l’anonymat se créent parfois plusieurs comptes sur le même service (ex : Gmail ou Twitter) afin de se présenter sous divers traits de leur personnalité selon les contextes.

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