Download Big Data and Business Analytics by Jay Liebowitz PDF

By Jay Liebowitz

"The chapters during this quantity provide priceless case reviews, technical roadmaps, classes realized, and some prescriptions to ‘do this, stay away from that.’"
―From the Foreword via Joe LaCugna, Ph.D., company Analytics and company Intelligence, Starbucks espresso Company

With the transforming into barrage of "big data," it turns into very important for companies to make feel of this knowledge and data in a well timed and powerful method. That’s the place analytics come into play. learn indicates that enterprises that use enterprise analytics to lead their determination making are extra efficient and event larger returns on fairness. Big facts and company Analytics helps you speedy snatch the developments and methods of huge facts and enterprise analytics to make your company extra competitive.

Packed with case stories, this e-book assembles insights from a few of the best specialists and firms world wide. Spanning undefined, executive, not-for-profit businesses, and academia, they proportion necessary views on large facts domain names equivalent to cybersecurity, advertising, emergency administration, healthcare, finance, and transportation.

  • Understand the developments, strength, and demanding situations linked to gigantic facts and company analytics
  • Get an summary of desktop studying, complicated statistical recommendations, and different predictive analytics that may assist you clear up significant information issues
  • Learn from VPs of huge Data/Insights & Analytics through case experiences of Fortune a hundred businesses, govt organizations, universities, and not-for-profits

Big information difficulties are complicated. This publication indicates you the way to move from being data-rich to insight-rich, bettering your determination making and developing aggressive advantage.

Author Jay Liebowitz recently had an editorial released in The international monetary Review.

www.worldfinancialreview.com/?p=1904

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Download Integrating Excel and Access by Michael Schmalz PDF

By Michael Schmalz

To aid database clients benefit from the Excel spreadsheet application within the renowned Microsoft workplace suite and spreadsheet clients develop into ok with its entry database, a Microsoft items advisor explains how one can combine the purposes for custom designed paintings recommendations. A pattern integration venture bargains guidance for developing enterprise types. The consultant concludes with info on utilizing the visible easy for functions (VBA) item version to automate Excel, and a brief instructional on a few easy VBA programming buildings.

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Download Mastering Data Mining with Python by Megan Squire PDF

By Megan Squire

Key Features

  • Dive deeper into information mining with Python – do not be complacent, sharpen your skills!
  • From the commonest parts of knowledge mining to state-of-the-art innovations, we have now you coated for any data-related challenge
  • Become a extra fluent and assured Python data-analyst, in complete regulate of its broad diversity of libraries

Book Description

Data mining is a vital part of the knowledge technology pipeline. it's the origin of any profitable data-driven procedure – with no it, you will by no means be ready to discover actually transformative insights. seeing that info is essential to nearly each smooth association, it's worthy taking your next step to release even better price and extra significant understanding.

If you understand the basics of knowledge mining with Python, you're now able to scan with extra fascinating, complex info analytics thoughts utilizing Python's easy-to-use interface and broad diversity of libraries.

In this e-book, you will cross deeper into many usually missed components of information mining, together with organization rule mining, entity matching, community mining, sentiment research, named entity acceptance, textual content summarization, subject modeling, and anomaly detection. for every information mining procedure, we are going to overview the state of the art and present top practices sooner than evaluating a wide selection of techniques for fixing every one challenge. we'll then enforce instance ideas utilizing real-world info from the area of software program engineering, and we'll spend time studying how one can comprehend and interpret the consequences we get.

By the tip of this booklet, you've good event imposing one of the most attention-grabbing and suitable info mining concepts to be had this present day, and you'll have completed a better fluency within the very important box of Python information analytics.

What you'll learn

  • Explore suggestions for locating widespread itemsets and organization ideas in huge information sets
  • Learn identity equipment for entity suits throughout many differing types of data
  • Identify the fundamentals of community mining and the way to use it to real-world info sets
  • Discover equipment for detecting the sentiment of textual content and for finding named entities in text
  • Observe a number of suggestions for instantly extracting summaries and producing subject versions for text
  • See tips on how to use info mining to mend facts anomalies and the way to take advantage of laptop studying to spot outliers in a knowledge set

About the Author

Megan Squire is a professor of computing sciences at Elon University.

Her fundamental learn curiosity is in accumulating, cleansing, and examining information approximately how unfastened and open resource software program is made. She is likely one of the leaders of the FLOSSmole.org, FLOSSdata.org, and FLOSSpapers.org projects.

Table of Contents

  1. Expanding Your information Mining Toolbox
  2. Association Rule Mining
  3. Entity Matching
  4. Network Analysis
  5. Sentiment research in Text
  6. Named Entity acceptance in Text
  7. Automatic textual content Summarization
  8. Topic Modeling in Text
  9. Mining for facts Anomalies

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Download Metaclasses and Their Application: Data Model Tailoring and by Wolfgang Klas PDF

By Wolfgang Klas

Conventional object-oriented facts versions are closed: even if they enable clients to outline application-specific periods, and so they include a set set of modelling primitives. This constitutes an important challenge, as assorted software domain names, e.g. database integration or multimedia, desire exact support.
Using a longer metaclass idea, this publication presents for the answer of this challenge an easy yet extendible open object-oriented facts version, a so-called RISC version. by way of introducing the elemental recommendations of the open object-oriented database administration procedure VODAK, it demonstrates how the prolonged metaclass thought could be built-in homogeneously into object-oriented facts models.

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Download Designing Sorting Networks: A New Paradigm by Sherenaz W. Al-Haj Baddar PDF

By Sherenaz W. Al-Haj Baddar

Designing Sorting Networks: a brand new Paradigm presents an in-depth advisor to maximizing the potency of sorting networks, and makes use of 0/1 situations, in part ordered units and Haase diagrams to heavily examine their habit in a simple, intuitive demeanour.

This booklet additionally outlines new rules and methods for designing swifter sorting networks utilizing Sortnet, and illustrates how those thoughts have been used to layout speedier 12-key and 18-key sorting networks via a chain of case reports.

Finally, it examines and explains the mysterious habit exhibited by way of the fastest-known 9-step 16-key community. Designing Sorting Networks: a brand new Paradigm is meant for advanced-level scholars, researchers and practitioners as a reference e-book. teachers within the fields of computing device technology, engineering and arithmetic also will locate this publication invaluable.

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Download The Data Analysis Handbook by Ildikó E. Frank and Roberto Todeschini (Eds.) PDF

By Ildikó E. Frank and Roberto Todeschini (Eds.)

Interpreting saw or measured info is a crucial step in technologies. the hot bring up in machine skill has ended in a revolution either in information assortment and knowledge research. increasingly more scientists, researchers and scholars are venturing into statistical information research; therefore the necessity for extra suggestions during this box, which used to be formerly ruled regularly via statisticians.

This instruction manual fills the space within the diversity of textbooks on info research. Written in a dictionary structure, it is going to function a finished reference publication in a swiftly becoming box. besides the fact that, this ebook is extra based than a typical dictionary, the place every one access is a separate, self-contained entity. The authors offer not just definitions and brief descriptions, but additionally provide an summary of the several subject matters. accordingly, the instruction manual is additionally used as a spouse to textbooks for undergraduate or graduate courses.

1700 entries are given in alphabetical order grouped into 20 themes and every subject is geared up in a hierarchical type. extra particular entries on a subject should be simply came upon by way of following the cross-references in a top-down demeanour. numerous figures and tables are supplied to reinforce the comprehension of the subjects and an inventory of acronyms is helping to find the complete terminologies. The bibliography deals feedback for extra studying.

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Download Designing Data-Intensive Applications: The Big Ideas Behind by Martin Kleppmann PDF

By Martin Kleppmann

Data is on the middle of many demanding situations in process layout at the present time. tricky concerns must be found out, corresponding to scalability, consistency, reliability, potency, and maintainability. furthermore, we have now an overpowering number of instruments, together with NoSQL datastores, move or batch processors, and message agents. What are the best offerings to your software? How do you are making feel of most of these buzzwords?

In this functional and complete consultant, writer Martin Kleppmann is helping you navigate this different panorama by means of analyzing the professionals and cons of assorted applied sciences for processing and storing facts. software program retains altering, however the basic ideas stay a similar. With this e-book, software program engineers and designers will methods to observe these rules in perform, and the way to make complete use of information in sleek applications.

  • Peer less than the hood of the structures you already use, and easy methods to use and function them extra effectively
  • Make proficient judgements via choosing the strengths and weaknesses of alternative tools
  • Navigate the trade-offs round consistency, scalability, fault tolerance, and complexity
  • Understand the disbursed platforms learn upon which smooth databases are built
  • Peek backstage of significant on-line providers, and study from their architecture

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