And now you have… Datameer RapidMiner Windows Azure Marketplace
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Transcript of And now you have… Datameer RapidMiner Windows Azure Marketplace
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