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© 2016 KNIME.com AG. All Right Reserved. KNIME Software Update Jay Diamond [email protected]

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Page 1: KNIME Software Update - Meetupfiles.meetup.com › 10215792 › KNIME Update 2016-01-28 MEETUP.pdf · The KNIME® trademark and logo and OPEN FOR INNOVATION® trademark are used by

© 2016 KNIME.com AG. All Right Reserved.

KNIME Software Update

Jay Diamond

[email protected]

Page 2: KNIME Software Update - Meetupfiles.meetup.com › 10215792 › KNIME Update 2016-01-28 MEETUP.pdf · The KNIME® trademark and logo and OPEN FOR INNOVATION® trademark are used by

© 2016 KNIME.com AG. All Rights Reserved.

Agenda

• About KNIME

• What’s New:

– KNIME Analytics Platform 3.1

– KNIME Server & Cloud Server

– KNIME Big Data Extensions

– KNIME Personal Productivity

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Page 3: KNIME Software Update - Meetupfiles.meetup.com › 10215792 › KNIME Update 2016-01-28 MEETUP.pdf · The KNIME® trademark and logo and OPEN FOR INNOVATION® trademark are used by

© 2016 KNIME.com AG. All Rights Reserved.

About KNIME

• KNIME.com AG founded in 2008 – Offices in Zurich (HQ), Konstanz, Berlin, and San Francisco

• KNIME Analytics Platform – Comprehensive data and tool blending, processing, analysis, modeling platform

– Visual frontend

– Open Source - PERIOD (GPLv3) 19 open source releases since 2006, >2M lines of code, >600k lines community code

• KNIME Commercial Extensions augment the KNIME Analytics Platform for Collaboration, Productivity, and Performance – 13 commercial product releases since 2008

3

END-to-END Analytics

Page 4: KNIME Software Update - Meetupfiles.meetup.com › 10215792 › KNIME Update 2016-01-28 MEETUP.pdf · The KNIME® trademark and logo and OPEN FOR INNOVATION® trademark are used by

© 2016 KNIME.com AG. All Rights Reserved.

Who’s Using KNIME?

MILLIONS of Downloads

TENS of THOUSANDS of Regular Individual Users

THOUSANDS of Organizations

HUNDREDS of Commercial Organizations

…and we’re just getting started.

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Page 5: KNIME Software Update - Meetupfiles.meetup.com › 10215792 › KNIME Update 2016-01-28 MEETUP.pdf · The KNIME® trademark and logo and OPEN FOR INNOVATION® trademark are used by

© 2016 KNIME.com AG. All Rights Reserved.

• NODES perform tasks on data

• Nodes are combined to create WORKFLOWS

Status

KNIME Workflows – A Visual Approach

Inputs Outputs

Not Configured

Idle

Executed

Error

Page 6: KNIME Software Update - Meetupfiles.meetup.com › 10215792 › KNIME Update 2016-01-28 MEETUP.pdf · The KNIME® trademark and logo and OPEN FOR INNOVATION® trademark are used by

© 2016 KNIME.com AG. All Rights Reserved.

Extensive Tool Integration

6

R SQL

JavaScript

Java Python Everything Else

Page 7: KNIME Software Update - Meetupfiles.meetup.com › 10215792 › KNIME Update 2016-01-28 MEETUP.pdf · The KNIME® trademark and logo and OPEN FOR INNOVATION® trademark are used by

© 2016 KNIME.com AG. All Rights Reserved.

Analysis & Mining Statistics Data Mining Machine Learning Web Analytics Text Mining Network Analysis Social Media Analysis R, Weka, Python Community / 3rd

Data Access MySQL, Oracle, ... SAS, SPSS, ... Excel, Flat, ... Hive, Impala, ... XML, JSON, PMML Text, Doc, Image, ... Web Crawlers Industry Specific Community / 3rd

Transformation Row, Column Matrix Text, Image Time Series Java Python Community / 3rd

Visualization R JFreeChart JavaScript Community / 3rd

Deployment via BIRT PMML XML, JSON Databases Excel, Flat, etc. Text, Doc, Image Industry Specific Community / 3rd

Over 1000 Native and Scripting Nodes for End-to-End Analytics

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Page 8: KNIME Software Update - Meetupfiles.meetup.com › 10215792 › KNIME Update 2016-01-28 MEETUP.pdf · The KNIME® trademark and logo and OPEN FOR INNOVATION® trademark are used by

© 2016 KNIME.com AG. All Rights Reserved.

KNIME Analytics Platform

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Page 9: KNIME Software Update - Meetupfiles.meetup.com › 10215792 › KNIME Update 2016-01-28 MEETUP.pdf · The KNIME® trademark and logo and OPEN FOR INNOVATION® trademark are used by

© 2016 KNIME.com AG. All Rights Reserved.

Commercial Extensions augment the KNIME Analytics Platform

9

KNIME Commercial Extensions are sold as annual subscriptions

Page 10: KNIME Software Update - Meetupfiles.meetup.com › 10215792 › KNIME Update 2016-01-28 MEETUP.pdf · The KNIME® trademark and logo and OPEN FOR INNOVATION® trademark are used by

© 2016 KNIME.com AG. All Rights Reserved.

What’s New: KNIME Analytics Platform

• Updated Interface: – Consistent & refined

fonts, menus, shading – Updated node Icons – Revised node library organization

• Latest versions of Eclipse & Java

• New and Refined Nodes: – Random Forest Nodes

(simpler tree ensemble) – ARIMA Time Series (new nodes) – Rank Node(new node) – Prediction Fusion (new node) – Enhanced In-database Processing

& PMML Support – Streaming Execution

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Page 11: KNIME Software Update - Meetupfiles.meetup.com › 10215792 › KNIME Update 2016-01-28 MEETUP.pdf · The KNIME® trademark and logo and OPEN FOR INNOVATION® trademark are used by

© 2016 KNIME.com AG. All Rights Reserved.

What’s New: KNIME Server & KNIME Cloud Server

• Advanced Job Scheduling – Enhanced filtering by specific days/times

– Completion-based Job Queuing

• Enhanced REST Support

New Service: KNIME Cloud Server

• The best collaborative features of KNIME Server with none of the hassle of on-premise infrastructure or installation

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Page 12: KNIME Software Update - Meetupfiles.meetup.com › 10215792 › KNIME Update 2016-01-28 MEETUP.pdf · The KNIME® trademark and logo and OPEN FOR INNOVATION® trademark are used by

© 2016 KNIME.com AG. All Rights Reserved.

What’s New: KNIME Big Data Extensions adds KNIME Spark Executor

12

KNIME Spark Executor extends KNIME Analytics Platform and KNIME Server to allow execution on Apache Spark

- Code-free Hive Queries

- Allows “peeks” into RDD at every

stage of the query

- MLlib Support

- Allows mixing/matching of local and cluster execution

Page 13: KNIME Software Update - Meetupfiles.meetup.com › 10215792 › KNIME Update 2016-01-28 MEETUP.pdf · The KNIME® trademark and logo and OPEN FOR INNOVATION® trademark are used by

© 2016 KNIME.com AG. All Rights Reserved.

KNIME Personal Productivity

• Metanode Linking:

– Change one instance to update all of your workflows

• Workflow Difference:

– Easily identify changes in your workflows

• Local Automation:

– Call workflows from within workflows

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Page 14: KNIME Software Update - Meetupfiles.meetup.com › 10215792 › KNIME Update 2016-01-28 MEETUP.pdf · The KNIME® trademark and logo and OPEN FOR INNOVATION® trademark are used by

© 2016 KNIME.com AG. All Rights Reserved.

Wrap-up

• Download KNIME Analytics Platform FREE from KNIME.com

• KNIME Spring Summit 2016, Feb. 22-26 in Berlin - CALL FOR PAPERS

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Download your FREE copy of Dr. Rosaria Silipo’s

“KNIME Beginner’s Luck” (use code “TIBCOMeetup2016”)

Page 15: KNIME Software Update - Meetupfiles.meetup.com › 10215792 › KNIME Update 2016-01-28 MEETUP.pdf · The KNIME® trademark and logo and OPEN FOR INNOVATION® trademark are used by

© 2016 KNIME.com AG. All Rights Reserved. 15

The KNIME® trademark and logo and OPEN FOR INNOVATION® trademark are used by KNIME.com AG under license from KNIME GmbH, and are registered in the United States. KNIME® is also registered in Germany.