Download Beginning Apache Cassandra Development by Vivek Mishra PDF

By Vivek Mishra

Beginning Apache Cassandra Development introduces you to at least one of the main strong and best-performing NoSQL database systems on the earth. Apache Cassandra is a record database following the JSON rfile version. it really is particularly designed to control quite a lot of information throughout many commodity servers with out there being any unmarried aspect of failure. This layout process makes Apache Cassandra a strong and easy-to-implement platform whilst excessive availability is needed.

Apache Cassandra can be utilized via builders in Java, personal home page, Python, and JavaScript—the fundamental and most ordinarily used languages. In Beginning Apache Cassandra Development, writer and Cassandra specialist Vivek Mishra takes you thru utilizing Apache Cassandra from each one of those basic languages. Mishra additionally covers the Cassandra question Language (CQL), the Apache Cassandra analog to SQL. you will learn how to increase functions sourcing info from Cassandra, question that information, and carry it at pace in your application's users.

Cassandra is without doubt one of the top NoSQL databases, that means you get unprecedented throughput and function with no this type of processing overhead that includes conventional proprietary databases. Beginning Apache Cassandra Development will consequently assist you create functions that generate seek effects speedy, face up to excessive degrees of call for, scale as your consumer base grows, be sure operational simplicity, and—not least—provide pleasant person experiences.

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Download From Curve Fitting to Machine Learning: An Illustrative by Achim Zielesny PDF

By Achim Zielesny

The research of experimental information is at center of technological know-how from its beginnings.
But it used to be the arrival of electronic desktops that allowed the execution of hugely non-linear and more and more complicated info research methods - tools that have been thoroughly unfeasible ahead of. Non-linear curve becoming, clustering and computing device studying belong to those glossy concepts that are one other step in the direction of computational intelligence.

The aim of this ebook is to supply an interactive and illustrative consultant to those subject matters. It concentrates at the street from dimensional curve becoming to multidimensional clustering and computer studying with neural networks or aid vector machines. alongside the best way issues like mathematical optimization or evolutionary algorithms are touched. All suggestions and concepts are defined in a transparent lower demeanour with graphically depicted plausibility arguments and a bit hassle-free arithmetic. the most important issues are broadly defined with
exploratory examples and purposes. the first objective is to be as illustrative as attainable with no hiding difficulties and pitfalls yet to deal with them. the nature of an illustrative cookbook is complemented with particular sections that tackle extra primary questions just like the relation among desktop studying and human intelligence

All subject matters are thoroughly verified because of the industrial computing platform Mathematica and the Computational Intelligence programs (CIP), a high-level functionality library constructed with Mathematica's programming language on most sensible of Mathematica's algorithms. CIP is open-source so the specific code of each technique is freely available. All examples and functions proven during the booklet can be utilized and customised via the reader with none regulations.

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Download Storm Applied: Strategies for real-time event processing by Sean T. Allen, Matthew Jankowski, Peter Pathirana PDF

By Sean T. Allen, Matthew Jankowski, Peter Pathirana

Summary

Storm Applied is a pragmatic advisor to utilizing Apache hurricane for the real-world projects linked to processing and studying real-time info streams. This instantly helpful ebook begins by way of development a superb starting place of typhoon necessities so you how to take into consideration designing typhoon recommendations the precise manner from day one. however it quick dives into real-world case reviews that may convey the amateur on top of things with productionizing Storm.

Purchase of the print e-book features a loose e-book in PDF, Kindle, and ePub codecs from Manning Publications.

Summary

Storm Applied is a realistic advisor to utilizing Apache typhoon for the real-world initiatives linked to processing and examining real-time info streams. This instantly beneficial ebook starts off through construction a superior starting place of typhoon necessities so you how to take into consideration designing typhoon ideas the suitable manner from day one. however it speedy dives into real-world case stories that might carry the amateur up to the mark with productionizing Storm.

About the Technology

It’s difficult to make feel out of knowledge whilst it’s coming at you speedy. Like Hadoop, hurricane approaches quite a lot of info however it does it reliably and in actual time, ensuring that each message might be processed. typhoon enables you to scale along with your information because it grows, making it an exceptional platform to resolve your monstrous info problems.

About the Book

Storm Applied is an example-driven consultant to processing and examining real-time facts streams. This instantly beneficial publication starts off through educating you the way to layout hurricane ideas the fitting method. Then, it quick dives into real-world case stories that enable you to scale a high-throughput circulate processor, be sure delicate operation inside a construction cluster, and extra. alongside the way in which, you’ll learn how to use Trident for stateful circulation processing, in addition to different instruments from the typhoon ecosystem.

This e-book strikes in the course of the fundamentals quick. whereas past event with typhoon isn't really assumed, a few event with monstrous facts and real-time structures is helpful.

What’s Inside

  • Mapping actual difficulties to typhoon components
  • Performance tuning and scaling
  • Practical troubleshooting and debugging
  • Exactly-once processing with Trident

About the Authors

Sean Allen, Matthew Jankowski, and Peter Pathirana lead the advance staff for a high-volume, search-intensive advertisement internet software at TheLadders.

Table of Contents

  1. Introducing Storm
  2. Core typhoon concepts
  3. Topology design
  4. Creating strong topologies
  5. Moving from neighborhood to distant topologies
  6. Tuning in Storm
  7. Resource contention
  8. Storm internals
  9. Trident

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Download Machine Learning and Knowledge Discovery in Databases: by Toon Calders, Floriana Esposito, Eyke Hüllermeier, Rosa Meo PDF

By Toon Calders, Floriana Esposito, Eyke Hüllermeier, Rosa Meo

This three-volume set LNAI 8724, 8725 and 8726 constitutes the refereed court cases of the ecu convention on desktop studying and information Discovery in Databases: ECML PKDD 2014, held in Nancy, France, in September 2014. The a hundred and fifteen revised learn papers awarded including thirteen demo tune papers, 10 nectar music papers, eight PhD tune papers, and nine invited talks have been conscientiously reviewed and chosen from 550 submissions. The papers hide the newest top quality interdisciplinary learn leads to all parts on the topic of computing device studying and information discovery in databases.

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Download Data Mining for Managers: How to Use Data (Big and Small) to by Richard Boire (auth.) PDF

By Richard Boire (auth.)

Big info is a becoming enterprise pattern, yet there little suggestion to be had on the best way to use it essentially. Written via a knowledge mining specialist with over 30 years of expertise, this ebook makes use of case stories to assist retailers, model managers and IT pros know the way to trap and degree information for advertising purposes.

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Download Data Mining with R: Learning with Case Studies, Second by Luis Torgo PDF

By Luis Torgo

Data Mining with R: studying with Case reports, moment Edition makes use of functional examples to demonstrate the facility of R and information mining. offering an intensive replace to the best-selling first version, this re-creation is split into elements. the 1st half will function introductory fabric, together with a brand new bankruptcy that offers an creation to information mining, to counterpoint the already current advent to R. the second one half comprises case experiences, and the recent variation strongly revises the R code of the case stories making it extra updated with fresh programs that experience emerged in R.

The booklet doesn't think any earlier wisdom approximately R. Readers who're new to R and knowledge mining could be capable of keep on with the case reports, and they're designed to be self-contained so the reader can begin wherever within the record.

The publication is followed through a suite of freely on hand R resource records that may be got on the book’s site. those records comprise the entire code utilized in the case experiences, and so they facilitate the "do-it-yourself" process within the book.

Designed for clients of knowledge research instruments, in addition to researchers and builders, the booklet will be worthwhile for someone attracted to getting into the "world" of R and knowledge mining.

About the Author

Luís Torgo is an affiliate professor within the division of laptop technology on the college of Porto in Portugal. He teaches Data Mining in R in the NYU Stern college of commercial’ MS in enterprise Analytics application. An lively researcher in computing device studying and information mining for greater than two decades, Dr. Torgo is additionally a researcher within the Laboratory of man-made Intelligence and information research (LIAAD) of INESC Porto LA.

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Download Knowledge Transfer between Computer Vision and Text Mining: by Radu Tudor Ionescu, Marius Popescu PDF

By Radu Tudor Ionescu, Marius Popescu

This ground-breaking text/reference diverges from the normal view that machine imaginative and prescient (for photograph research) and string processing (for textual content mining) are separate and unrelated fields of research, propounding that pictures and textual content could be handled in an identical demeanour for the needs of data retrieval, extraction and type. Highlighting the advantages of wisdom move among the 2 disciplines, the textual content provides a variety of novel similarity-based studying (SBL) innovations based in this procedure. issues and lines: describes a number of SBL methods, together with nearest neighbor versions, neighborhood studying, kernel equipment, and clustering algorithms; provides a nearest neighbor version in accordance with a unique dissimilarity for pictures; discusses a unique kernel for (visual) note histograms, in addition to a number of kernels in response to a pyramid illustration; introduces an technique in line with string kernels for local language id; comprises hyperlinks for downloading suitable open resource code.

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Download Advances in Web Mining and Web Usage Analysis: 8th by Olfa Nasraoui, Myra Spiliopoulou, Jaideep Srivastava, PDF

By Olfa Nasraoui, Myra Spiliopoulou, Jaideep Srivastava, Bamshad Mobasher, Brij Masand

This publication constitutes the completely refereed post-proceedings of the eighth overseas Workshop on Mining net information, WEBKDD 2006, held in Philadelphia, PA, united states in August 2006 together with the twelfth ACM SIGKDD foreign convention on wisdom Discovery and information Mining, KDD 2006.

The thirteen revised complete papers awarded including an in depth preface went via rounds of reviewing and development and have been conscientiously chosen for inclusion within the ebook. the improved papers exhibit new applied sciences from components like adaptive mining tools, flow mining algorithms, thoughts for the Grid, specifically flat texts, records, photos and streams, usability, e-commerce functions, personalization, and advice engines.

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Download Data Management Technologies and Applications: 4th by Markus Helfert, Andreas Holzinger, Orlando Belo, Chiara PDF

By Markus Helfert, Andreas Holzinger, Orlando Belo, Chiara Francalanci

This e-book constitutes the completely refereed lawsuits of the Fourth overseas convention on information applied sciences and functions, facts 2015, held in Colmar, France, in July 2015.

The nine revised complete papers have been rigorously reviewed and chosen from 70 submissions. The papers take care of the next themes: databases, facts warehousing, info mining, facts administration, information safety, wisdom and data structures and applied sciences; complex program of data.

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Download Business analytics for decision making by Steven Orla Kimbrough, Hoong Chuin Lau PDF

By Steven Orla Kimbrough, Hoong Chuin Lau

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, really analytics for restricted optimization. It makes use of implementations that let scholars to discover types and knowledge for the sake of discovery, knowing, and determination making.

Business analytics is ready utilizing information and versions to resolve different types of choice difficulties. There are 3 elements 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 choice making, the ebook concentrates on post-solution research of versions.

The textual content makes a speciality of computationally tough difficulties that quite often come up in enterprise environments. targeted between enterprise analytics texts, it emphasizes utilizing heuristics for fixing tough optimization difficulties very important in enterprise perform by way of making top use of tools from laptop technology and Operations study. in addition, case reviews and examples illustrate the real-world purposes of those tools.

The authors offer examples in Excel®, GAMS, MATLAB®, and OPL. The metaheuristics code can be made on hand on the book's site in a documented library of Python modules, besides 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 enamel into despite their computing device programming experience.

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