and now you have… datameer rapidminer windows azure marketplace
DESCRIPTION
Data Mining. Scratching the surface. And now you have… Datameer RapidMiner Windows Azure Marketplace . b y Prateek Burman. Datameer. Targeted at Hadoop users Around since 2009. Integrate, Analyze, Visualize Scalable Secured access Excel like interface. Datameer cont’d. - PowerPoint PPT PresentationTRANSCRIPT
And now you have…
DatameerRapidMinerWindows Azure Marketplace
Data MiningScratching the surface
by Prateek Burman
Datameer• Integrate, Analyze, Visualize• Scalable• Secured access• Excel like interface
• Targeted at Hadoop users• Around since 2009
Integration• Oracle, DB2, MS SQL, MySQL• Teradata, Greenplum• XML, JSON, CSV• Hbase, Cassandra
• Twitter, Facebook, LinkedIn• Email• Log files• SaaS – CRM, GitHub, JIRA
Analytics• Time series analysis • Clustering• Decision trees• Built-in Recommendation engine• Column Dependencies• Predictive analysis with R, PMML
Datameer cont’d.
Visualization
• Graphs • Maps
• Shapes• Tables
• Dashboard• HTML5
• Visualization appsfrom apps market
Datameer cont’d.
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
• 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
RapidMiner cont’d…
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
• 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
Marketplaces• Infochimps• Factual• Datamarket• Gnip• Datasift• Kasabi
R
Datameer
RapidMiner
Azure Marketplace
• Cutting edge Algorithms
• Learning curve• Need to import data• Slow
• 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
• Intuitive• Can execute R scripts• Can be extended
using Java or Ruby scripts
• Pretty graphics• Need to import data• Cron scheduler
• Known tools like Excel
• Data readily available• Cleaner data• Other Windows
services
• Q & A