Category: Data Mining

Download E-books Music Data Analysis: Foundations and Applications (Chapman & Hall/CRC Computer Science & Data Analysis) PDF

This booklet presents a complete assessment of tune facts research, from introductory fabric to complex strategies. It covers numerous purposes together with transcription and segmentation in addition to chord and concord, software and pace popularity. It additionally discusses the implementation elements of song information research reminiscent of structure, person interface and undefined. it's excellent to be used in college periods with an curiosity in track information research. It additionally may be utilized in laptop technology and facts in addition to musicology.

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Download E-books Getting Started with Data Science: Making Sense of Data with Analytics (IBM Press) PDF

By Murtaza Haider

Master facts Analytics Hands-On through fixing interesting difficulties You’ll truly Enjoy!

Harvard company Review lately known as facts technology “The Sexiest task of the twenty first Century.” It’s not only horny: For hundreds of thousands of managers, analysts, and scholars who have to clear up genuine enterprise difficulties, it’s crucial. regrettably, there’s been not anything effortless approximately studying info science–until now.

Getting all started with facts Science takes its notion from around the globe best-sellers like Freakonomics and Malcolm Gladwell’s Outliers: It teaches via a strong narrative full of unforgettable stories.

Murtaza Haider bargains informative, jargon-free assurance of uncomplicated conception and procedure, sponsored with lots of shiny examples and hands-on perform possibilities. Everything’s software program and platform agnostic, so that you can examine info technological know-how even if you're employed with R, Stata, SPSS, or SAS. better of all, Haider teaches a very important skillset so much info technology books forget about: find out how to inform strong tales utilizing photos and tables. each bankruptcy is outfitted round genuine examine demanding situations, so you’ll continually comprehend why you’re doing what you’re doing.

You’ll grasp information technological know-how through answering attention-grabbing questions, such as:
• Are non secular members roughly more likely to have extramarital affairs?
• Do beautiful professors recover educating evaluations?
• Does the better rate of cigarettes deter smoking?
• What determines housing costs extra: lot measurement or the variety of bedrooms?
• How do youngsters and older humans range within the manner they use social media?
• who's prone to use on-line courting services?
• Why do a little buy iPhones and others Blackberry devices?
• Does the presence of kids impact a family’s spending on alcohol?

For each one challenge, you’ll stroll via defining your query and the solutions you’ll desire; exploring how
others have approached related demanding situations; deciding upon your info and techniques; producing your statistics;
organizing your record; and telling your tale. all through, the point of interest is squarely on what issues most:
transforming information into insights which are transparent, actual, and will be acted upon.

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Download E-books Kernel Based Algorithms for Mining Huge Data Sets: Supervised, Semi-supervised, and Unsupervised Learning (Studies in Computational Intelligence) PDF

By Te-Ming Huang

This is the 1st e-book treating the fields of supervised, semi-supervised and unsupervised computing device studying jointly. The ebook offers either the idea and the algorithms for mining large info units utilizing aid vector machines (SVMs) in an iterative approach. It demonstrates how kernel dependent SVMs can be utilized for dimensionality aid and exhibits the similarities and ameliorations among the 2 most well-liked unsupervised techniques.

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Download E-books Transactions on Large-Scale Data- and Knowledge-Centered Systems XXVIII: Special Issue on Database- and Expert-Systems Applications (Lecture Notes in Computer Science) PDF

This, the twenty eighth factor of Transactions on Large-Scale facts- and Knowledge-Centered structures, comprises prolonged and revised models of six papers offered on the twenty sixth foreign convention on Database- and Expert-Systems functions, DEXA 2015, held in Valencia, Spain, in September 2015. themes lined comprise effective graph processing, computing device studying on substantial info, multistore substantial info integration, ontology matching, and the optimization of histograms for the Semantic Web.

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Download E-books HBase Essentials PDF

By Nishant Garg

A functional consultant to figuring out the seamless power of storing and dealing with high-volume, high-velocity info quick and painlessly with HBase

About This Book

  • Learn easy methods to use HBase successfully to shop and deal with never-ending quantities of data
  • Discover the intricacies of HBase internals, schema designing, and lines like information scanning and filtration
  • Optimize your titanic info administration and BI utilizing useful implementations

Who This e-book Is For

This publication is meant for builders and large information engineers who need to know all approximately HBase at a hands-on point. For in-depth figuring out, it might be invaluable to have somewhat familiarity with HDFS and MapReduce programming strategies without previous event with HBase or related applied sciences. This publication can be for large information lovers and database builders who've labored with different NoSQL databases and now are looking to discover HBase as one other futuristic, scalable database resolution within the tremendous information space.

What you are going to Learn

  • Realize the necessity for HBase
  • Download and organize HBase cluster
  • Grasp information modeling ideas in HBase and the way to accomplish CRUD operations on data
  • Perform powerful info scanning and information filtration in HBase
  • Understand info garage and replication in HBase
  • Explore HBase counters, coprocessors, and MapReduce integration
  • Get accustomed to varied consumers of HBase reminiscent of relaxation and Kundera ORM
  • Learn approximately cluster administration and function tuning in HBase

In Detail

With an example-oriented strategy, this publication starts off via supplying you with a step by step studying technique to without problems organize HBase clusters and layout schemas. steadily, you can be taken via complicated facts modeling techniques and the intricacies of the HBase structure. in addition, additionally, you will get accustomed to the HBase buyer API and HBase shell. primarily, this booklet goals to supply you with an exceptional grounding within the NoSQL columnar database area and likewise is helping you are taking benefit of the true strength of HBase utilizing information scans, filters, and the MapReduce framework. most significantly, the e-book additionally provide you with useful use circumstances overlaying a variety of HBase consumers, HBase cluster management, and function tuning.

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Download E-books Business Analytics for Decision Making PDF

Business Analytics for choice Making, the 1st entire textual content appropriate to be used in introductory company Analytics classes, establishes a countrywide syllabus for an rising first path at an MBA or higher undergraduate point. This well timed textual content is principally approximately version analytics, relatively analytics for restricted optimization. It makes use of implementations that permit scholars to discover types and information for the sake of discovery, realizing, and choice making.

Business analytics is ready utilizing information and types to resolve different types of selection difficulties. There are 3 facets when you have the desire to make the main in their analytics: encoding, answer layout, and post-solution research. This textbook addresses all 3. Emphasizing using limited optimization versions for determination making, the booklet concentrates on post-solution research of types.

The textual content makes a speciality of computationally difficult difficulties that usually come up in company environments. distinct between company analytics texts, it emphasizes utilizing heuristics for fixing tough optimization difficulties vital in enterprise perform by way of making most sensible use of equipment from laptop technological know-how and Operations learn. in addition, case experiences and examples illustrate the real-world purposes of those equipment.

The authors offer examples in Excel®, GAMS, MATLAB®, and OPL. The metaheuristics code can be made on hand on the book's web site in a documented library of Python modules, in addition to info and fabric for homework workouts. From the start, the authors emphasize analytics and de-emphasize illustration and encoding so scholars could have lots to sink their tooth into despite their desktop programming experience.

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Download E-books Data Mining: A Knowledge Discovery Approach PDF

By Krzysztof J. Cios, Witold Pedrycz, Roman W. Swiniarski, Lukasz Andrzej Kurgan

This accomplished textbook on info mining information the original steps of the information discovery technique that prescribes the series during which facts mining tasks could be played, from challenge and information knowing via information preprocessing to deployment of the implications. this data discovery strategy is what distinguishes info Mining from different texts during this region. The ebook offers a set of routines and contains hyperlinks to educational shows. moreover, it comprises appendices of appropriate mathematical fabric.

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Download E-books Semantic Mining Technologies for Multimedia Databases (Premier Reference Source) PDF

Multimedia looking out and administration became renowned as a result of challenging purposes and pageant between businesses. regardless of the rise in curiosity, there isn't any latest publication overlaying uncomplicated wisdom on cutting-edge ideas in the box.

Semantic Mining applied sciences for Multimedia Databases presents an advent to the latest ideas in multimedia semantic mining essential to researchers new to the sphere. This ebook serves as an enormous reference in multimedia for academicians, multimedia technologists and researchers, and educational libraries.

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Download E-books Data Mining: Foundations and Practice (Studies in Computational Intelligence) PDF

The IEEE ICDM 2004 workshop at the beginning of information Mining and the IEEE ICDM 2005 workshop at the beginning of Semantic orientated information and net Mining concerned with issues starting from the principles of knowledge mining to new facts mining paradigms. The workshops introduced jointly either facts mining researchers and practitioners to debate those themes whereas looking suggestions to lengthy status information mining difficulties and stimul- ing new information mining examine instructions. We consider that the papers awarded at those workshops may well motivate the examine of knowledge mining as a scienti?c ?eld and spark new communications and collaborations among researchers and practitioners. Toexpressthevisionsforgedintheworkshopstoawiderangeofdatam- ing researchers and practitioners and foster lively participation within the research of foundations of information mining, we edited this quantity by way of related to prolonged and up to date types of chosen papers provided at these workshops in addition to another correct contributions. The content material of this e-book contains st- ies of foundations of knowledge mining from theoretical, functional, algorithmical, and managerial views. the subsequent is a quick precis of the papers contained during this ebook.

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Download E-books Global, Social, and Organizational Implications of Emerging Information Resources Management: Concepts and Applications (Premier Reference Source) PDF

Global, Social, and Organizational Implications of rising info assets administration: thoughts and Applications highlights contemporary tendencies and developments as they effect all points of data assets administration in an ever-changing society. This assortment presents targeted discussions of the position outsourcing has performed in glossy company, the advance of internet details platforms, and social concerns corresponding to explorations of age-based wage changes and place of work pressure.

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