Download PDF by Mark Rittman: Oracle Business Intelligence 11g Developers Guide (Database

By Mark Rittman

ISBN-10: 0071798749

ISBN-13: 9780071798747

Master Oracle enterprise Intelligence 11g stories and Dashboards

Deliver significant enterprise info to clients each time, anyplace, on any machine, utilizing Oracle enterprise Intelligence 11g. Written by way of Oracle ACE Director Mark Rittman, Oracle company Intelligence 11g builders Guide totally covers the most recent BI document layout and distribution recommendations. the way to execute potent queries, construct actual types, use scorecards and KPIs, create dynamic stories, organize dashboards, and submit to smartphones and instant units. This Oracle Press consultant comprises entire information on Oracle Exalytics In-Memory computing device, the best-in-class, preintegrated BI platform.

  • Install or improve to Oracle company Intelligence 11g
  • Develop and deal with customized Oracle company Intelligence repositories
  • Access relational, dossier, and multidimensional info sources
  • Design print-quality studies with Oracle enterprise Intelligence Publisher
  • Create web-enabled analyses, dashboards, and visualizations
  • Integrate with different purposes utilizing Oracle enterprise Intelligence 11g motion Framework
  • Employ authentication, authorization, and row-level security
  • Configure and installation Oracle Exalytics In-Memory Machine

Show description

Machine Learning with TensorFlow by Saif Ahmed PDF

By Saif Ahmed

ISBN-10: 1786462966

ISBN-13: 9781786462961

Key Features

  • Set up TensorFlow for genuine commercial use, together with high-performance setup facets resembling multi-GPU support
  • Create pipelines for education and utilizing employing classifiers utilizing uncooked real-world data
  • Productionize demanding situations and set up options right into a creation setting

Book Description

TensorFlow is an open resource software program library for numerical computation utilizing facts circulation graphs. The versatile structure lets you install computation to at least one or extra CPUs or GPUs in a computer, server, or cellular machine with a unmarried API. TensorFlow was once initially built by way of researchers and engineers engaged on the Google mind group inside of Google's computer Intelligence learn association for the needs of engaging in laptop studying and deep neural networks learn, however the process is normal sufficient to be acceptable in a wide selection of alternative domain names as well.

This ebook ways universal advertisement computing device studying difficulties utilizing Google’s TensorFlow library. it is going to hide designated positive factors of the library resembling info circulate Graphs, education, visualisation of functionality with TensorBoard—all inside an example-rich context utilizing difficulties from a number of industries. The is on introducing new options via difficulties which are coded and solved over the process every one chapter.

What you are going to learn

  • Set up easy and complex TensorFlow installations
  • Deep-dive into education, validating, and tracking education performance
  • Set up and run cross-sectional examples (images, time-series, textual content, and audio)
  • Create pipelines to house real-world enter data
  • Set up and run go domain-specific examples (economics, medication, textual content class, and advertising)
  • Empower the reader to move from suggestion to a production-ready laptop studying setup/pipeline able to real-world usage

About the Author

Saif Ahmed is an entire quantitative analyst and information scientist with fifteen years of adventure. Saif’s occupation all started in administration consulting at Accenture and lead him to quantitative and senior administration roles at Goldman Sachs and AIG Investments. so much lately he co-founded and runs a startup all for employing deep studying in the direction of automating scientific imaging.

Saif got his Bachelors in desktop technology from Cornell college and is at present pursuing a graduate measure in information technological know-how at U.C. Berkeley.

Show description

Clustering: A Data Recovery Approach, Second Edition - download pdf or read online

By Boris Mirkin

ISBN-10: 1439838410

ISBN-13: 9781439838419

Often thought of extra of an artwork than a technological know-how, books on clustering were ruled through studying via instance with innovations selected nearly via trial and mistake. Even the 2 hottest, and so much similar, clustering methods—K-Means for partitioning and Ward's strategy for hierarchical clustering—have lacked the theoretical underpinning required to set up an organization dating among the 2 equipment and suitable interpretation aids. different techniques, reminiscent of spectral clustering or consensus clustering, are thought of totally unrelated to one another or to the 2 above pointed out tools.

Clustering: a knowledge restoration strategy, moment Edition offers a unified modeling method for the most well-liked clustering tools: the K-Means and hierarchical recommendations, specially for divisive clustering. It considerably expands assurance of the maths of information restoration, and encompasses a new bankruptcy overlaying more moderen renowned community clustering approaches—spectral, modularity and uniform, additive, and consensus—treated in the comparable information restoration process. one other further bankruptcy covers cluster validation and interpretation, together with fresh advancements for ontology-driven interpretation of clusters. Altogether, the insertions additional 100 pages to the ebook, even however fragments unrelated to the most issues have been got rid of.

Illustrated utilizing a suite of small real-world datasets and greater than 100 examples, the e-book is orientated in the direction of scholars, practitioners, and theoreticians of cluster research. overlaying issues which are past the scope of so much texts, the author’s causes of knowledge restoration tools, theory-based suggestion, pre- and post-processing concerns and his transparent, sensible directions for real-world information mining make this publication ultimate for educating, self-study, reference.

Show description

Download e-book for iPad: The Patient Revolution: How Big Data and Analytics Are by Krisa Tailor

By Krisa Tailor

ISBN-10: 111913000X

ISBN-13: 9781119130000

In The sufferer Revolution, writer Krisa Tailor—a famous professional in well-being care innovation and management—explores, in the course of the lens of layout pondering, how info expertise will take healthiness care into the event financial system. within the event economic climate, sufferers will shift to being empowered shoppers who're energetic individuals of their personal care. Tailor explores this shift by means of making a imaginative and prescient for a newly designed wellbeing and fitness care process that is all for either ailment and wellbeing, and is pushed through information and analytics. the hot approach seamlessly integrates wellbeing and fitness into our day-by-day lives, and offers care so uniquely custom-made that no individuals are supplied exact remedies. hooked up via facts, everybody around the well-being care surroundings, together with clinicians, insurers, and researchers, should be capable of meet contributors anywhere they're of their future health trip to arrive the final word objective of preserving humans healthy.

The sufferer revolution has simply all started and an exhilarating trip awaits us.

Praise for the sufferer revolution

"A complete 50% of the united states inhabitants has a minimum of one persistent affliction that calls for ongoing tracking and remedy. Our present wellbeing and fitness care approach is woefully insufficient in delivering those people with the remedy and help they want. This disparity can simply be addressed via empowering sufferers to higher take care of themselves and giving services higher instruments to deal with their sufferers. either one of these ideas would require the advance and alertness of novel applied sciences. In Krisa Tailor's book The sufferer Revolution, a blueprint is articulated for a way this would be completed, culminating in a imaginative and prescient for a studying future health approach inside of 10 years."

—Ricky Bloomfield, MD, Director, cellular know-how method; Assistant Professor, Duke Medicine

"In The sufferer Revolution, Krisa Tailor astutely issues out that eighty% of healthiness is impacted by means of components open air of the healthiness care process. Amazon regrettably is aware extra approximately our sufferers than we do. The prescriptive analytics she describes will let well-being care services to take advantage of immense info to optimize interventions on the point of the person sufferer. using analytics will let companies to enhance caliber, form care coordination, and include charges. complicated analytics will bring about customized care and eventually empowered patients!"

—Linda Butler, MD, Vice President of clinical Affairs/Chief clinical Officer/Chief scientific info Officer, Rex Healthcare

"The sufferer Revolution provides a realistic roadmap on how the can seize worth by way of making overall healthiness and care extra custom-made, anticipatory, and intuitive to sufferer needs."

—Ash Damle, CEO, Lumiata

"Excellent learn. For me, well-being care represents a distinct economy—one occupied with know-how, yet requiring a deep figuring out of humanity. Ms. Tailor starts off the exploration of ways we offer care through the innovations of layout considering, asking how we'd redecorate care with an eye fixed towards altering the event. She does an exceptional activity deconstructing this from the sufferer adventure. i glance ahead to a hopeful follow-up directed at altering the supplier culture."

—Alan Pitt, MD, Chief clinical Officer, Avizia

"Whether you are a health professional trying to achieve an knowing of the healthiness care panorama, a health and wellbeing information scientist, or a pro company seasoned, you are going to come away with a deeper, nuanced knowing of latest evolving overall healthiness care procedure with this publication. Krisa Tailor ties together—in a entire, certain way—the worlds of wellbeing and fitness care management, medical perform, layout pondering, and enterprise process and innovation."

—Steven Chan, MD, MBA, University of California, Davis

Show description

Bruce Ratner's Statistical and Machine-Learning Data Mining: Techniques for PDF

By Bruce Ratner

ISBN-10: 1439860912

ISBN-13: 9781439860915

The moment version of a bestseller, Statistical and Machine-Learning info Mining: options for higher Predictive Modeling and research of huge Data remains to be the single ebook, to this point, to tell apart among statistical facts mining and machine-learning information mining. the 1st version, titled Statistical Modeling and research for Database advertising: potent recommendations for Mining giant Data, contained 17 chapters of leading edge and functional statistical info mining strategies. during this moment version, renamed to mirror the elevated insurance of machine-learning facts mining options, the writer has thoroughly revised, reorganized, and repositioned the unique chapters and produced 14 new chapters of artistic and invaluable machine-learning info mining ideas. In sum, the 31 chapters of straightforward but insightful quantitative concepts make this e-book special within the box of information mining literature.

The statistical information mining tools successfully examine monstrous facts for deciding on constructions (variables) with the proper predictive energy with a purpose to yield trustworthy and powerful large-scale statistical types and analyses. against this, the author's personal GenIQ version offers machine-learning strategies to universal and nearly unapproachable statistical difficulties. GenIQ makes this attainable — its utilitarian information mining beneficial properties begin the place statistical facts mining stops.

This publication comprises essays delivering particular heritage, dialogue, and representation of particular equipment for fixing the main regularly skilled difficulties in predictive modeling and research of huge facts. They tackle every one method and assign its software to a particular kind of challenge. to higher flooring readers, the publication offers an in-depth dialogue of the fundamental methodologies of predictive modeling and research. whereas this kind of assessment has been tried prior to, this method deals a very nitty-gritty, step by step process that either tyros and specialists within the box can get pleasure from enjoying with.

Show description

Get Big Data, Little Data, No Data: Scholarship in the Networked PDF

By Christine L. Borgman

ISBN-10: 0262028565

ISBN-13: 9780262028561

ISBN-10: 0262529912

ISBN-13: 9780262529914

"Big facts" is at the covers of Science, Nature, the Economist, and Wired magazines, at the entrance pages of the Wall road Journal and the New York Times. yet regardless of the media hyperbole, as Christine Borgman issues out during this exam of information and scholarly examine, having the proper information is generally greater than having extra facts; little facts should be simply as beneficial as monstrous facts. in lots of situations, there are not any facts -- simply because proper info do not exist, can't be stumbled on, or are usually not to be had. furthermore, info sharing is hard, incentives to take action are minimum, and knowledge practices differ extensively throughout disciplines.Borgman, an often-cited authority on scholarly verbal exchange, argues that info don't have any price or that means in isolation; they exist inside of a data infrastructure -- an ecology of individuals, practices, applied sciences, associations, fabric gadgets, and relationships. After laying out the premises of her research -- six "provocations" intended to motivate dialogue in regards to the makes use of of information in scholarship -- Borgman deals case stories of information practices within the sciences, the social sciences, and the arts, after which considers the results of her findings for scholarly perform and study coverage. to control and take advantage of information over the longer term, Borgman argues, calls for great funding in wisdom infrastructures; at stake is the way forward for scholarship.

Show description

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

By Vibrant Publishers

ISBN-10: 1946383228

ISBN-13: 9781946383228

•261 ORACLE PL/SQL Interview Questions
•Dozens of examples
•77 HR Questions with Answers
•2 flair exams
ORACLE PL/SQL Interview Questions you will probably Be requested is arguably the longer term for company info structures. organisations, either huge and small, are trying to find assets who comprehend their activity extensive. ORACLE PL/SQL Interview Questions you are going to probably Be requested is an ideal spouse to face a head above the remainder in today’s aggressive task marketplace. instead of dealing with accomplished, textbook-sized reference courses, this e-book comprises merely the data required instantly for activity seek to construct a occupation as a ORACLE PL/SQL expert. if you happen to imagine this e-book simply covers very important issues briefly, then you definately are wrong! It covers questions these are in keeping with venture wisdom and event received on winning high-profile ORACLE implementers. This booklet places the interviewee within the driver's seat and is helping them steer their method to galvanize the interviewer.
(a) 261 ORACLE PL/SQL Interview Questions, solutions and confirmed thoughts for purchasing 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 concepts to provide particular, striking, solutions that support nail the interviews
(d) 2 flair checks incorporated at the CD-ROM

Show description

Sergio Ramazzina's Instant Pentaho Data Integration Kitchen PDF

By Sergio Ramazzina

ISBN-10: 184969690X

ISBN-13: 9781849696906

In Detail

Pentaho PDI is a contemporary, robust, and easy-to-use ETL method that allows you to strengthen ETL procedures with simplicity. discover and achieve the event and talents you want to run methods from the command line or agenda them through the use of an intensive description and an excellent set of samples.

Instant Pentaho information Integration Kitchen How-to can help you to appreciate the proper approach to take care of PDI command line instruments. we begin with a recipe approximately how one can configure your reminiscence standards to run your strategies successfully after which flow ahead with a collection of recipes that convey you the various how you can begin PDI processes.

We begin with a recap approximately how ameliorations and jobs are designed utilizing spoon after which circulation ahead to configure reminiscence standards to correctly run your methods from the command line.

We dive into a number of the flags that regulate the logging procedure through specifying the logging output and the log verbosity. We concentration and carry the entire wisdom you require to run the ETL methods utilizing command line instruments conveniently and in a knowledgeable manner.


Filled with sensible, step by step directions and transparent factors for an important and priceless initiatives. a pragmatic advisor with easy-to-follow recipes assisting builders to speedy and successfully acquire info from disparate resources reminiscent of databases, documents, and purposes, and switch the information right into a unified layout that's obtainable and proper to finish users.

Who this publication is for

Any IT expert engaged on PDI and is a legitimate aid for both studying the way to use the command line instruments successfully or for going deeper on a few points of the command line instruments that will help you paintings better.

Show description

New PDF release: Open Source Intelligence Investigation: From Strategy to

By Babak Akhgar,P. Saskia Bayerl,Fraser Sampson

ISBN-10: 331947670X

ISBN-13: 9783319476704

One of an important points for a winning police operation is the power for the police to acquire well timed, trustworthy and actionable intelligence with regards to the research or incident handy. Open resource Intelligence (OSINT) presents a useful road to entry and acquire such info as well as conventional investigative ideas and knowledge assets. This e-book bargains an authoritative and available advisor on the best way to behavior Open resource Intelligence investigations from information assortment to research to the layout and vetting of OSINT instruments. In its pages the reader will discover a complete view into the most recent tools for OSINT analytics and visualizations together with real-life case reports to exhibit the appliance in addition to the demanding situations of OSINT investigations throughout domain names. Examples of OSINT variety from details published on social media as the most brazenly to be had technique of gaining access to and collecting Open resource Intelligence to place information, OSINT received from the darkweb to combos of OSINT with real-time analytical services and closed resources. furthermore it offers counsel on felony and moral issues making it appropriate interpreting for practitioners in addition to lecturers and scholars as a way to receive thorough, first-hand wisdom from serving specialists within the field.

Show description

Download e-book for kindle: Process Analytics: Concepts and Techniques for Querying and by Seyed-Mehdi-Reza Beheshti,Boualem Benatallah,Sherif

By Seyed-Mehdi-Reza Beheshti,Boualem Benatallah,Sherif Sakr,Daniela Grigori,Hamid Reza Motahari-Nezhad,Moshe Chai Barukh,Ahmed Gater,Seung Hwan Ryu

ISBN-10: 3319250361

ISBN-13: 9783319250366

This publication begins with an advent to approach modeling and method paradigms, then explains the way to question and examine procedure types, and the way to research the method execution information. during this approach, readers obtain a finished evaluate of what's had to establish, comprehend and increase enterprise processes.

The e-book mainly specializes in options, concepts and strategies. It covers a wide physique of information on strategy analytics – together with technique facts querying, research, matching and correlating procedure information and types – to aid practitioners and researchers comprehend the underlying options, difficulties, equipment, instruments and strategies occupied with sleek approach analytics. Following an advent to easy enterprise strategy and method analytics suggestions, it describes the cutting-edge during this region ahead of studying diversified analytics strategies intimately. during this regard, the publication covers analytics over various degrees of approach abstractions, from method execution info and strategies for linking and correlating procedure execution information, to inferring method types, querying approach execution facts and procedure types, and scalable method facts analytics equipment. moreover, it offers a evaluation of industrial procedure analytics instruments and their sensible applications.

The publication is meant for a huge readership attracted to enterprise approach administration and strategy analytics. It presents researchers with an creation to those fields by means of comprehensively classifying the present country of analysis, through describing in-depth concepts and strategies, and by way of highlighting destiny examine instructions. academics will discover a wealth of fabric to choose between for various classes, starting from undergraduate classes in enterprise method administration to graduate classes in enterprise technique analytics. finally, it deals execs a reference consultant to the state-of-the-art in advertisement instruments and strategies, complemented through many real-world use case scenarios.

Show description