Download Open Source Intelligence Investigation: From Strategy to by Babak Akhgar,P. Saskia Bayerl,Fraser Sampson PDF

By Babak Akhgar,P. Saskia Bayerl,Fraser Sampson

One of crucial features for a winning police operation is the power for the police to procure well timed, trustworthy and actionable intelligence regarding the research or incident handy. Open resource Intelligence (OSINT) offers a useful road to entry and gather such info as well as conventional investigative suggestions and knowledge assets. This publication deals an authoritative and available consultant on the way to behavior Open resource Intelligence investigations from info assortment to research to the layout and vetting of OSINT instruments. In its pages the reader will discover a finished view into the latest tools for OSINT analytics and visualizations together with real-life case stories to show off the applying in addition to the demanding situations of OSINT investigations throughout domain names. Examples of OSINT diversity from info published on social media as essentially the most brazenly on hand technique of having access to and accumulating Open resource Intelligence to place information, OSINT acquired from the darkweb to mixtures of OSINT with real-time analytical services and closed assets. additionally it presents information on felony and moral issues making it correct studying for practitioners in addition to teachers and scholars with the intention to receive thorough, first-hand wisdom from serving specialists within the field.

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Download Data Strategy: How to Profit from a World of Big Data, by Bernard Marr PDF

By Bernard Marr

Less than 1/2 in keeping with cent of all info is at the moment analysed and used. although, company leaders and bosses can't find the money for to be unconcerned or sceptical approximately information. facts is revolutionizing the way in which we paintings and it's the businesses that view info as a strategic asset that would continue to exist and thrive. Bernard Marr's Data Strategy is a must have advisor to making a strong facts approach. Explaining the way to determine your strategic information wishes, what the way to use to assemble the information and, most significantly, how you can translate your information into organizational insights for greater enterprise decision-making and function, this is often crucial examining for someone aiming to leverage the worth in their enterprise facts and achieve aggressive advantage.

Packed with case reports and real-world examples, suggestion on find out how to construct information expertise in a company and an important insurance of the way to make sure your information does not develop into a legal responsibility, Data Strategy will equip any association with the instruments and methods it must cash in on massive information, analytics and the web of Things.

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Download Data Mining and Business Analytics with R by Johannes Ledolter PDF

By Johannes Ledolter

Collecting, reading, and extracting necessary info from a large number of facts calls for simply available, powerful, computational and analytical instruments. facts Mining and enterprise Analytics with R makes use of the open resource software program R for the research, exploration, and simplification of enormous high-dimensional info units. consequently, readers are supplied with the wanted tips to version and interpret complex info and develop into adept at development strong versions for prediction and classification.

Highlighting either underlying recommendations and useful computational abilities, Data Mining and enterprise Analytics with R starts with assurance of ordinary linear regression and the significance of parsimony in statistical modeling. The e-book contains vital subject matters resembling penalty-based variable choice (LASSO); logistic regression; regression and class timber; clustering; crucial elements and partial least squares; and the research of textual content and community information. furthermore, the booklet presents:

• an intensive dialogue and huge demonstration of the idea at the back of the main important information mining tools

• Illustrations of ways to exploit the defined options in real-world situations

• on hand extra facts units and similar R code permitting readers to use their very own analyses to the mentioned materials

• a variety of routines to assist readers with computing abilities and deepen their realizing of the material

Data Mining and enterprise Analytics with R is a superb graduate-level textbook for classes on information mining and enterprise analytics. The publication is additionally a invaluable reference for practitioners who acquire and study information within the fields of finance, operations administration, advertising, and the knowledge sciences.

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Download Wellness Protocol for Smart Homes: An Integrated Framework by Hemant Ghayvat,Subhas Chandra Mukhopadhyay PDF

By Hemant Ghayvat,Subhas Chandra Mukhopadhyay

This publication makes a speciality of the improvement of well being protocols for shrewdpermanent domestic tracking, aiming to forecast the health of people residing in ambient assisted dwelling (AAL) environments. It describes intimately the layout and implementation of heterogeneous instant sensors and networks as utilized to info mining and laptop studying, which the protocols are in accordance with. extra, it indicates how those sensor and actuator nodes are deployed in the house surroundings, producing real-time info on item utilization and different events contained in the domestic, and for this reason demonstrates that the protocols have confirmed to supply a competent, effective, versatile, and low-priced resolution for clever domestic structures.

Documenting the procedure from sensor to selection making and data new release, the ebook addresses quite a few matters referring to interference mitigation, mistakes, safeguard and massive facts dealing with. As such, it deals a beneficial source for researchers, scholars and practitioners attracted to interdisciplinary reports on the intersection of instant sensing processing, radio communique, the web of items and desktop studying, and in how they are often utilized to clever domestic tracking and assisted dwelling environments.

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Download Practical Business Analytics Using SAS: A Hands-on Guide by Venkat Reddy Konasani,Shailendra Kadre PDF

By Venkat Reddy Konasani,Shailendra Kadre

Practical enterprise Analytics utilizing SAS: A Hands-on Guide indicates SAS clients and businesspeople how you can examine info successfully in real-life enterprise situations.

The ebook starts with an advent to analytics, analytical instruments, and SAS programming. The authors—both SAS, records, analytics, and large information experts—first exhibit how SAS is utilized in enterprise, after which tips to start programming in SAS via uploading info and studying the best way to control it. along with illustrating SAS uncomplicated services, one can find how every one functionality can be utilized to get the knowledge you must enhance enterprise functionality. each one bankruptcy deals hands-on routines drawn from actual enterprise occasions.

The ebook then offers an summary of data, in addition to guideline on exploring information, getting ready it for research, and checking out hypotheses. you'll find out how to use SAS to accomplish analytics and version utilizing either simple and complicated innovations like a number of regression, logistic regression, and time sequence research, between different subject matters. The e-book concludes with a bankruptcy on examining massive information. Illustrations from banking and different industries make the rules and techniques come to life.

Readers will locate barely enough conception to appreciate the sensible examples and case stories, which conceal all industries. Written for a company IT and programming viewers that wishes to improve abilities or input the analytics box, this ebook includes:

  • More than two hundred examples and workouts, together with code and datasets for perform.
  • Relevant examples for all industries.
  • Case experiences that exhibit the way to use SAS analytics to spot possibilities, remedy advanced difficulties, and chart a course.

Practical enterprise Analytics utilizing SAS: A Hands-on advisor gives you the instruments you must achieve perception into the knowledge at your fingertips, are expecting enterprise stipulations for higher making plans, and make very good judgements. no matter if you're in retail, finance, healthcare, production, govt, or the other undefined, this publication may help your company raise profit, force down bills, increase advertising, and fulfill buyers greater than ever sooner than.

What you’ll learn

  • Which are crucial instruments for appearing analytics
  • How to application in SAS
  • How to discover, validate, and fresh data
  • How to appreciate and use simple statistical equipment and techniques
  • How to forecast destiny worth utilizing SAS
  • How to construct predictive models
  • Fundamentals of huge data

Who this e-book is for

This publication is for IT pros who are looking to turn into company or information analysts, predictive modelers, info scientists, social media analysts, mammoth info analysts, or BI analysts. it is also for an individual who desires to holiday into information analytics or execs who are looking to extend their skills.

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Download Beyond Basic Statistics: Tips, Tricks, and Techniques Every by Kristin H. Jarman PDF

By Kristin H. Jarman

Features easy statistical techniques as a device for considering seriously, wading via huge amounts of knowledge, and answering sensible, daily questions

Written in an attractive and alluring demeanour, Beyond uncomplicated records: information, tips, and strategies each information Analyst should still be aware of presents the extra subjective aspect of statistics—the paintings of knowledge analytics. each one bankruptcy explores a distinct query utilizing enjoyable, logic examples that illustrate the innovations, tools, and purposes of statistical techniques.

Without going into the specifics of theorems, propositions, or formulation, the publication successfully demonstrates records as an invaluable problem-solving device. furthermore, the writer demonstrates how statistics is a device for pondering significantly, wading via huge volumes of knowledge, and answering life’s very important questions.

Beyond easy records: assistance, tips, and methods each information Analyst should still Know additionally features:

  • Plentiful examples all through aimed to reinforce readers’ knowing of the statistical recommendations and methods
  • A step by step method of straight forward statistical subject matters resembling sampling, speculation exams, outlier detection, normality assessments, strong facts, and a number of regression
  • A case research in every one bankruptcy that illustrates using the provided techniques
  • Highlights of recognized shortcomings that could result in fake conclusions
  • An creation to complex thoughts reminiscent of validation and bootstrapping

Featuring examples which are attractive and non-application particular, the publication appeals to a vast viewers of scholars and pros alike, particularly scholars of undergraduate information, managers, doctors, and somebody who has to make judgements in accordance with uncooked info or compiled results.

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Download Introduction to Data Technologies (Chapman & Hall/CRC by Paul Murrell PDF

By Paul Murrell

Providing key details on the right way to paintings with examine info, Introduction to information Technologies provides rules and strategies for appearing serious, behind-the-scenes initiatives that take in a lot effort and time but often obtain little recognition in formal schooling. With a spotlight on computational instruments, the booklet exhibits readers tips to increase their wisdom of what initiatives may be completed and describes the right kind method of practice those initiatives.

Practical examples display an important points
The writer first discusses how one can write machine code utilizing HTML as a concrete instance. He then covers numerous information garage themes, together with diversified dossier codecs, XML, and the constitution and layout problems with relational databases. After illustrating the right way to extract information from a relational database utilizing SQL, the ebook offers instruments and strategies for looking, sorting, tabulating, and manipulating info. It additionally introduces a few very uncomplicated programming thoughts in addition to the R language for statistical computing. each one of those issues has helping chapters that supply reference fabric on HTML, CSS, XML, DTD, SQL, R, and general expressions.

One-stop store of introductory computing information
Written by way of a member of the R improvement middle staff, this source indicates readers how you can observe information applied sciences to projects inside a study surroundings. gathering fabric differently scattered throughout many books and the net, it explores tips to submit info through the net, the way to entry info saved in several codecs, and the way to put in writing small courses to automate basic, repetitive projects.

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Download Interpretability of Computational Intelligence-Based by Tamás Kenesei,János Abonyi PDF

By Tamás Kenesei,János Abonyi

The key inspiration of this e-book is that hinging hyperplanes, neural networks and help vector machines should be reworked into fuzzy types, and interpretability of the ensuing rule-based platforms may be ensured by way of precise version relief and visualization ideas. the 1st a part of the ebook offers with the id of hinging hyperplane-based regression timber. the following half offers with the validation, visualization and structural relief of neural networks in keeping with the transformation of the hidden layer of the community into an additive fuzzy rule base procedure. ultimately, in response to the analogy of help vector regression and fuzzy versions, a three-step version aid set of rules is proposed to get interpretable fuzzy regression versions at the foundation of help vector regression.

The authors display real-world use of the algorithms with examples taken from method engineering, they usually help the textual content with downloadable Matlab code. The ebook is appropriate for researchers, graduate scholars and practitioners within the components of computational intelligence and desktop learning.

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Download ORACLE PL/SQL Interview Questions You'll Most Likely Be by Vibrant Publishers PDF

By Vibrant Publishers

•261 ORACLE PL/SQL Interview Questions
•Dozens of examples
•77 HR Questions with Answers
•2 flair assessments
ORACLE PL/SQL Interview Questions you will probably Be requested is arguably the long run for company details structures. organizations, either huge and small, are searhing for assets who understand their task intensive. ORACLE PL/SQL Interview Questions you will probably Be requested is an ideal significant other to face a head above the remainder in today’s aggressive activity marketplace. instead of dealing with complete, textbook-sized reference publications, this booklet contains in simple terms the data required instantly for task seek to construct a occupation as a ORACLE PL/SQL specialist. for those who imagine this ebook simply covers vital themes briefly, then you definitely are unsuitable! It covers questions these are in accordance with venture wisdom and adventure won on winning high-profile ORACLE implementers. This booklet places the interviewee within the driver's seat and is helping them steer their strategy to galvanize the interviewer.
(a) 261 ORACLE PL/SQL Interview Questions, solutions and confirmed innovations for buying employed as an ORACLE PL/SQL Professional
(b) Dozens of examples to reply to interview questions
(c) seventy seven HR Questions with solutions and confirmed thoughts to provide particular, amazing, solutions that aid nail the interviews
(d) 2 flair assessments integrated at the CD-ROM

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Download Big Data Analytics in Genomics by Ka-Chun Wong PDF

By Ka-Chun Wong

This contributed quantity explores the rising intersection among gigantic facts analytics and genomics. fresh sequencing applied sciences have enabled high-throughput sequencing info new release for genomics leading to a number of foreign initiatives that have ended in immense genomic facts accumulation at an unparalleled speed.  To demonstrate novel genomic insights from this information inside a cheap time-frame, conventional info research equipment is probably not adequate or scalable, forcing the necessity for large facts analytics to be built for genomics. The computational equipment addressed within the publication are meant to take on an important organic questions utilizing sizeable facts, and are acceptable for both beginners or veterans within the field.
This quantity bargains 13 peer-reviewed contributions, written through overseas major specialists from various areas, representing Argentina, Brazil, China, France, Germany, Hong Kong, India, Japan, Spain, and the united states.  In specific, the publication surveys 3 major parts: statistical analytics, computational analytics, and melanoma genome analytics. pattern issues coated comprise: statistical equipment for integrative research of genomic information, computation tools for protein functionality prediction, and views on computer studying options in vast info mining of melanoma. Self-contained and compatible for graduate scholars, this publication is additionally designed for bioinformaticians, computational biologists, and researchers in groups starting from genomics, immense information, molecular genetics, info mining, biostatistics, biomedical technological know-how, melanoma learn, scientific learn, and biology to computer studying and computing device technology.  Readers will locate this quantity to be an important learn for appreciating the position of massive information in genomics, making this a useful source for exciting additional learn at the topic.

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