the power of collaboration for data science teams
TRANSCRIPT
©2016 RapidMiner, Inc. All rights reserved. - 1 -
The Power of Collaboration for Data Science Teams
A RapidMiner Server Showcase
Tom OttMarketing Data Scientist
RapidMiner
©2016 RapidMiner, Inc. All rights reserved. - 2 -
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©2016 RapidMiner, Inc. All rights reserved. - 2 -
TMToday’s Agenda • Introduction• Overview of RapidMiner Server• Demo• Q&A
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INTRODUCTION
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RapidMiner Server
RapidMiner Radoop
RapidMiner Studio
Data Prep OperationalizeModel & Validate
Data
BIG Data
Unified Data Science Platform
Process Execution Engine
Process Scheduler
Shared Repository
User Management
Web App Portal
Web
Ser
vice
s
Web
Ser
vice
sVisual Workflow Designer Guided Analytics 1500+ Functions
Process Execution Engine
Compile + Execute Workflows in Hadoop & Spark
Run
in m
ultip
le C
ompu
te E
ngin
es
R / Python / SQL Scripting, In-Memory/H2O/Weka
DESIGN COLLABORATE
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TMIntroductionWhat is RapidMiner Server?
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TMIntroductionWhat is RapidMiner Server?• It’s a collaboration engine
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TMIntroductionWhat is RapidMiner Server?• It’s a collaboration engine• It’s a compute engine
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TMIntroductionWhat is RapidMiner Server?• It’s a collaboration engine• It’s a compute engine• It’s a deployment engine
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TMIntroductionWhy Collaboration?
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TMIntroductionWhy Collaboration?• Ability to share data sets / connections
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©2016 RapidMiner, Inc. All rights reserved. - 11 -
TMIntroductionWhy Collaboration?• Ability to share data sets / connections• Ability to create/share processes and models
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©2016 RapidMiner, Inc. All rights reserved. - 12 -
TMIntroductionWhy Collaboration?• Ability to share data sets / connections• Ability to create/share processes and models• Create and work in groups• Build libraries
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OVERVIEW
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TMRapidMiner Server OverviewGeneral• Can be installed on Linux/Windows
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TMRapidMiner Server OverviewGeneral• Can be installed on Linux/Windows• Needs a database as a backend
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TMRapidMiner Server OverviewGeneral• Can be installed on Linux/Windows• Needs a database as a backend• Supports LDAP/AD
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TMRapidMiner Server OverviewGeneral• Can be installed on Linux/Windows• Needs a database as a backend• Supports LDAP/AD• Let’s you “offload” RapidMiner Studio and
Radoop processes
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TM
©2016 RapidMiner, Inc. All rights reserved. - 18 -
TMRapidMiner Server OverviewGeneral• Can be installed on Linux/Windows• Needs a database as a backend• Supports LDAP/AD• Let’s you “offload” RapidMiner Studio and
Radoop processes• Native dashboarding capability (HTML 5 based)
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TMRapidMiner Server OverviewTechnical• Java 8 / Runs on JBOSS
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TMRapidMiner Server OverviewTechnical• Java 8 / Runs on JBOSS• Database backend can be open source or
proprietary (needs JDBC driver)
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TMRapidMiner Server OverviewTechnical• Java 8 / Runs on JBOSS• Database backend can be open source or
proprietary (needs JDBC driver)• Can be installed anywhere on your network
(needs IP address)
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TM
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TMRapidMiner Server OverviewTechnical• Java 8 / Runs on JBOSS• Database backend can be open source or
proprietary (needs JDBC driver)• Can be installed anywhere on your network
(needs IP address)• Simple step installation process
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DEMO
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TMNext Steps• Download RapidMiner Server here• Follow installation instructions here• Installing it headless? Read the instructions here• Installing LDAP/AD? Read the instructions here
©2016 RapidMiner, Inc. All rights reserved. - 25 -
TM
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TMNext Steps• Download RapidMiner Server here• Follow installation instructions here• Installing it headless? Read the instructions here• Installing LDAP/AD? Read the instructions here
Tip: RapidMiner Studio and Server must be the same version. RM Studio 5 can’t talk to RM Server 7!
©2016 RapidMiner, Inc. All rights reserved.
TM
+1 (617 41-7708
Q&A
Thomas Ott
@neuralmarket
Contact Us Email: [email protected] Visit: http://rapidminer.com/contact-sales-request-demo/