Datameer RapidMiner Windows Azure Marketplace And now you have…

Download Report

Transcript Datameer RapidMiner Windows Azure Marketplace And now you have…

Scratching the surface
And now you have…
Datameer
RapidMiner
Windows Azure Marketplace
by Prateek Burman
Datameer
•
•
•
•
Integrate, Analyze, Visualize • Targeted at Hadoop users
• Around since 2009
Scalable
Secured access
Excel like interface
Integration
•
•
•
•
Oracle, DB2, MS SQL, MySQL
Teradata, Greenplum
XML, JSON, CSV
Hbase, Cassandra
Datameer cont’d.
•
•
•
•
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 • Shapes
• Maps • 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
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
•
•
•
•
•
•
•
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
RapidMiner
• Cutting edge
Algorithms
• Learning curve
• Need to import data
• Slow
Datameer
•
•
•
•
•
•
•
•
• Intuitive
• Can execute R scripts
• Can be extended
using Java or Ruby
scripts
• Pretty graphics
Azure Marketplace
• Need to import data
Point & click
• Known tools like
• Cron scheduler
Excel like interface
Excel
Extensible to R, Python
• Data readily
etc.
available
Need to import data
• Cleaner data
Supports many Hadoop
• Other Windows
Distributions
services
Optimized for Hadoop
Business Infograpics &
Dashboards
HTML5 – view anywhere
• Q&A