Data Mining Datameer RapidMiner Windows Azure Marketplace

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Presentation transcript:

Data Mining Datameer RapidMiner Windows Azure Marketplace Scratching the surface And now you have… Datameer RapidMiner Windows Azure Marketplace by Prateek Burman

Integrate, Analyze, Visualize Scalable Secured access Datameer Integrate, Analyze, Visualize Scalable Secured access Excel like interface Targeted at Hadoop users Around since 2009 Reduced complexity because now you don’t need 3 teams of vendors or experts Scalable from 1 user to Terabytes of data under enterprise edition HTTPs access, LDAP/AD connections possible Transforming Hadoop into easy to use spread sheet and extends self serving reporting capabilities to all users for all data big or small Specializes in analysis of large volumes of data for business users of Hadoop

Datameer cont’d. Integration Analytics Oracle, DB2, MS SQL, MySQL Teradata, Greenplum XML, JSON, CSV Hbase, Cassandra Twitter, Facebook, LinkedIn Email Log files SaaS – CRM, GitHub, JIRA Structured and un-structured data imports from various sources Very versatile Analytics Time series analysis Clustering Decision trees Built-in Recommendation engine Column Dependencies Predictive analysis with R, PMML

Graphs Maps Shapes Tables Dashboard HTML5 Visualization apps Datameer cont’d. Visualization Freeform Layout Vector graphics Drag & drop format WYSIWYG editor HTML5 Business Info graphics designer Don’t want to design you own visualization, try downloading it from the market Graphs Maps Shapes Tables Dashboard HTML5 Visualization apps from apps market

RapidMiner – Yet Another Learning Environment (YALE) Around since 2001 Open source - Older versions Client/Server model w/ Server as SaaS Most popular for data analytics GUI based – no need to write code Predictive analysis Text mining Sentiment analysis Direct Marketing Predictive Maintenance They use Business source model; hence, previous version of the software is available under open-source license In 2013 in KDNuggets poll, Rapidminer is the most popular data analytics software with 39.2%

RapidMiner cont’d… LabView type layout No coding – min. likelihood of error One operator's output is another operator’s input Only structured datasets 3D graphics & Interactive dashboards

Windows Azure Marketplace Launched in 2010 Hundreds of apps Thousands of subscriptions Trillions of data point Scalable – load balance No need to move data Data Marketplaces GitHub/svn of data Point of discoverability Clean - Ready to use data An economic model for broad access OData standard Excel, SQL server, Office, Deliver using RESTful web-service access Infochimps Factual Datamarket Gnip Datasift Kasabi To view this presentation, first, turn up your volume and second, launch the self-running slide show.

Cutting edge Algorithms Learning curve Need to import data Slow RapidMiner Cutting edge Algorithms Learning curve Need to import data Slow Intuitive Can execute R scripts Can be extended using Java or Ruby scripts Pretty graphics Need to import data Cron scheduler Datameer Azure Marketplace Point & click Excel like interface Extensible to R, Python etc. Need to import data Supports many Hadoop Distributions Optimized for Hadoop Business Infograpics & Dashboards HTML5 – view anywhere Known tools like Excel Data readily available Cleaner data Other Windows services …increase company value,

Q & A …increase company value,