Category: Data Mining
By Peter Schattner
Download PDF by Ted Dunning,Ellen Friedman: Time Series Databases: New Ways to Store and Access Data
By Ted Dunning,Ellen Friedman
Time sequence info is of starting to be value, specially with the fast growth of the web of items. This concise consultant exhibits you potent how one can acquire, persist, and entry large-scale time sequence facts for research. You’ll discover the speculation at the back of time sequence databases and study functional tools for enforcing them. Authors Ted Dunning and Ellen Friedman offer a close exam of open resource instruments corresponding to OpenTSDB and new variations that enormously accelerate information ingestion.
- A number of time sequence use cases
- The benefits of NoSQL databases for large-scale time sequence data
- NoSQL desk layout for high-performance time sequence databases
- The merits and boundaries of OpenTSDB
- How to entry facts in OpenTSDB utilizing R, pass, and Ruby
- How time sequence databases give a contribution to functional laptop studying projects
- How to deal with the extra complexity of geo-temporal data
For recommendation on reading time sequence info, try out Practical computing device studying: a brand new examine Anomaly Detection, additionally from Ted Dunning and Ellen Friedman.
Download e-book for iPad: Big Data Analytics: Turning Big Data into Big Money (Wiley by Frank J. Ohlhorst
By Frank J. Ohlhorst
Focusing at the company and fiscal price of huge information analytics, revered expertise journalist Frank J. Ohlhorst stocks his insights at the newly rising box of huge info analytics in Big facts Analytics. This leap forward ebook demonstrates the significance of analytics, defines the approaches, highlights the tangible and intangible values and discusses how one can flip a company legal responsibility into actionable fabric that may be used to redefine markets, enhance earnings and determine new enterprise opportunities.
- Reveals huge facts analytics because the subsequent wave for companies trying to find aggressive advantage
- Takes an in-depth examine the monetary worth of massive facts analytics
- Offers instruments and most sensible practices for operating with large data
Once the area of huge online outlets similar to eBay and Amazon, vast info is now available by way of companies of all sizes and throughout industries. From find out how to mine the information your organization collects, to the knowledge that's on hand at the outdoor, Big facts Analytics exhibits how one can leverage great info right into a key part on your business's development strategy.
Download PDF by Lotfi A. Zadeh,Ali M. Abbasov,Ronald R. Yager,Shahnaz N.: Recent Developments and New Direction in Soft-Computing
By Lotfi A. Zadeh,Ali M. Abbasov,Ronald R. Yager,Shahnaz N. Shahbazova,Marek Z. Reformat
This publication experiences on advanced
theories and state of the art functions within the box of soppy computing. The
individual chapters, written via major researchers, are in accordance with contributions
presented throughout the 4th international convention on delicate Computing, held may well 25-27,
2014, in Berkeley. The ebook covers a wealth of key themes in gentle computing,
focusing on either primary elements and purposes. the previous contain fuzzy
mathematics, type-2 fuzzy units, evolutionary-based optimization, aggregation
and neural networks, whereas the latter contain tender computing in information analysis,
image processing, decision-making, type, sequence prediction,
economics, regulate, and modeling. By delivering readers with a timely,
authoritative view at the box, and by way of discussing thought-provoking
developments and demanding situations, the e-book will foster new learn instructions in
the assorted components of soppy computing.
By Nishant Garg
About This Book
- Learn how one can 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 tremendous facts administration and BI utilizing sensible implementations
Who This ebook 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 knowing, it'd be useful to have slightly familiarity with HDFS and MapReduce programming innovations without earlier adventure with HBase or related applied sciences. This publication is additionally 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 answer within the large info space.
What you are going to Learn
- Realize the necessity for HBase
- Download and manage HBase cluster
- Grasp facts modeling techniques in HBase and the way to accomplish CRUD operations on data
- Perform potent facts scanning and knowledge filtration in HBase
- Understand info garage and replication in HBase
- Explore HBase counters, coprocessors, and MapReduce integration
- Get accustomed to assorted consumers of HBase equivalent to leisure and Kundera ORM
- Learn approximately cluster administration and function tuning in HBase
With an example-oriented method, this e-book starts by means of giving you a step by step studying approach to without difficulty organize HBase clusters and layout schemas. progressively, you may be taken via complicated facts modeling innovations and the intricacies of the HBase structure. in addition, additionally, you will get accustomed to the HBase patron API and HBase shell. basically, this ebook goals to supply you with an exceptional grounding within the NoSQL columnar database house and likewise is helping you are taking good thing about the true energy of HBase utilizing info scans, filters, and the MapReduce framework. most significantly, the publication additionally offers you sensible use instances protecting quite a few HBase consumers, HBase cluster management, and function tuning.
By Robert Layton
The subsequent step within the details age is to achieve insights from the deluge of information coming our method. facts mining presents a manner of discovering this perception, and Python is likely one of the hottest languages for information mining, supplying either strength and suppleness in analysis.
This e-book teaches you to layout and advance info mining functions utilizing numerous datasets, beginning with uncomplicated class and affinity research. subsequent, we stream directly to extra complicated facts varieties together with textual content, photographs, and graphs. In each bankruptcy, we create types that resolve real-world problems.
There is a wealthy and sundry set of libraries on hand in Python for information mining. This ebook covers a multitude, together with the IPython computing device, pandas, scikit-learn and NLTK.
Each bankruptcy of this booklet introduces you to new algorithms and strategies. by means of the tip of the ebook, you are going to achieve a wide perception into utilizing Python for info mining, with an excellent wisdom and knowing of the algorithms and implementations.
By Witold Pedrycz,Shyi-Ming Chen
Download PDF by Tho H. Nguyen,James Taylor,Bill Franks: Leaders and Innovators: How Data-Driven Organizations Are
By Tho H. Nguyen,James Taylor,Bill Franks
Leaders and Innovators: How Data-Driven companies Are profitable with Analytics indicates how companies leverage company analytics to achieve strategic insights for profitability and development. the major issue is built-in, end-to-end features that surround facts administration and analytics from a company and IT viewpoint; with analytics working inside of a database the place the information live, daily analytical tactics turn into streamlined and extra effective. This publication indicates you what analytics is, what it might do, and the way you could combine outdated and new applied sciences to get extra from your facts. Case reviews and examples illustrate real-world situations within which an optimized analytics method revolutionized an organization's enterprise. utilizing in-database and in-memory analytics besides Hadoop, you will be outfitted to enhance functionality whereas lowering processing time from days or even weeks to hours or mins. This extra strategic technique uncovers the possibilities hidden on your facts, and the distinctive suggestions to optimum facts administration permits you to holiday via even the most important info demanding situations.
With information coming in from each perspective in a relentless flow, there hasn't ever been a better want for proactive and agile suggestions to beat those struggles in a unstable and aggressive financial system. This ebook offers transparent information and an built-in process for corporations looking higher price from their facts and changing into leaders and innovators within the undefined.
- Streamline analytics tactics and day-by-day tasks
- Integrate conventional instruments with new and sleek technologies
- Evolve from tactical to strategic behavior
- Explore new analytics equipment and applications
The intensity and breadth of analytics services, applied sciences, and power makes it a bottomless good of perception. yet too many enterprises falter at implementation—too a lot, no longer adequate, or the correct amount within the other way all fail to convey what an optimized and built-in process might. Leaders and Innovators: How Data-Driven firms Are profitable with Analytics indicates you the way to create the procedure your company must dramatically enhance functionality, elevate profitability, and force innovation in any respect degrees for the current and future.
By Ian H. Witten,Eibe Frank,Mark A. Hall
Data Mining: functional computing device studying instruments and strategies, 3rd Edition, deals a radical grounding in desktop studying thoughts in addition to useful suggestion on making use of computer studying instruments and methods in real-world information mining occasions. This hugely expected 3rd version of the main acclaimed paintings on info mining and laptop studying will train you every thing you want to find out about getting ready inputs, examining outputs, comparing effects, and the algorithmic equipment on the middle of winning facts mining.
Thorough updates mirror the technical alterations and modernizations that experience taken position within the box because the final variation, together with new fabric on information alterations, Ensemble studying, gigantic facts units, Multi-instance studying, plus a brand new model of the preferred Weka laptop studying software program built by means of the authors. Witten, Frank, and corridor contain either tried-and-true options of at the present time in addition to equipment on the innovative of up to date study.
The publication is concentrated at details platforms practitioners, programmers, specialists, builders, details know-how managers, specification writers, information analysts, info modelers, database R&D pros, info warehouse engineers, facts mining execs. The e-book may also be necessary for professors and scholars of upper-level undergraduate and graduate-level facts mining and laptop studying classes who are looking to include info mining as a part of their information administration wisdom base and expertise.
- Provides an intensive grounding in desktop studying ideas in addition to functional suggestion on utilizing the instruments and strategies in your information mining projects
- Offers concrete information and methods for functionality development that paintings by means of remodeling the enter or output in desktop studying methods
- Includes downloadable Weka software program toolkit, a suite of computer studying algorithms for info mining tasks—in an up-to-date, interactive interface. Algorithms in toolkit hide: facts pre-processing, class, regression, clustering, organization principles, visualization
By Daniel S. Putler,Robert E. Krider
Customer and company Analytics: utilized information Mining for enterprise selection Making utilizing R explains and demonstrates, through the accompanying open-source software program, how complex analytical instruments can handle numerous company difficulties. It additionally provides perception into a number of the demanding situations confronted while deploying those instruments. broadly classroom-tested, the textual content is perfect for college kids in consumer and company analytics or utilized information mining in addition to pros in small- to medium-sized organizations.
The ebook deals an intuitive figuring out of ways varied analytics algorithms paintings. the place worthwhile, the authors clarify the underlying arithmetic in an available demeanour. each one method offered incorporates a exact instructional that permits hands-on event with actual information. The authors additionally talk about matters usually encountered in utilized information mining initiatives and current the CRISP-DM procedure version as a pragmatic framework for organizing those projects.
Showing how info mining can enhance the functionality of agencies, this publication and its R-based software program give you the talents and instruments had to effectively improve complicated analytics capabilities.