rapidminer wisdom - keynote -15 minutes with ingo
TRANSCRIPT
#1 Agile Predictive Analytics Platform for Today’s Modern Analysts
January 21, 2016
Dr. Ingo Mierswa
Founder & CTO, RapidMiner
15 Minutes with Ingo
©2016 RapidMiner, Inc. All rights reserved. - ‹#› -
We are NOT talking about… Our Vision
Usable by Anyone
Leverage Internal and External Data Science Expertise
Integrated Platform-
Agility from Data to Model to Deploy
©2016 RapidMiner, Inc. All rights reserved. - ‹#› -
We are NOT talking about that…RapidMiner is AWESOME
©2016 RapidMiner, Inc. All rights reserved. - ‹#› -- 5 -
Lightning-FastData Science
#1 cutting-edge, streamlined predictive analytics platform
©2016 RapidMiner, Inc. All rights reserved.
We are NOT talking about… What Makes Us Special
Operationalized Predictive Results
Easily embed predictive results in business processes to make or
automate immediate decisions and actions
Effortless Predictive Analytics
Immediately empowers analysts to unearth opportunities & risks
©2016 RapidMiner, Inc. All rights reserved. - ‹#› -
We are NOT talking about… Our Roadmap
Jan ‘16 Feb ‘16 Mar ‘16 Apr ‘16 May ‘16 Jun ‘16 Jul ‘16 Aug‘16 Sep ‘16 Oct ‘16 Nov‘16 Dec‘16 Jan‘17
Tyl (RM 7.0)• Look & Feel• Usability & Learn• Easy Data Access• SparkML,
Security, Robustness, and
Performance
Sabik• Web Client v1• Results Preview• Usability/Data
Access• Smart Operators• Radoop SparkRM
Sirius• Enterprise Focus• Tune Reg & CCP• Radoop Update• Market Place
Regulus• Web Client v2• New ML• More UX• Scalability
RigilRadoop UpdateMarket Place
©2016 RapidMiner, Inc. All rights reserved. - ‹#› -
Variational Generative Stochastic Networkswith Collaborative Shaping
Philip Bachman, Doina Precup
Proc. of 32nd International Conference on Machine Learning (ICML 2015)
©2016 RapidMiner, Inc. All rights reserved. - ‹#› -
Made up my mind. We WILL talk about:
Analyticsfor Aliens
©2016 RapidMiner, Inc. All rights reserved. - ‹#› -
What DO we know about Aliens?
• What can UFO sightings tell us about extra terrestrials? Or what insight do they give into human behavior?
• Data: More than 80,000 UFO sightings documented by the National UFO Reporting Center (NUFORC)
• Original work by Dan Henebery and Josiah Davishttp://www.questionable-economics.com/what-do-we-know-about-aliens/
©2016 RapidMiner, Inc. All rights reserved. - ‹#› -
Aliens are Fans of the X-FilesTotal reported UFO sightings per year since 1963
Source: NUFORC & http://www.questionable-economics.com/what-do-we-know-about-aliens/
©2016 RapidMiner, Inc. All rights reserved. - ‹#› -
Aliens Work Hard, Party HardProportion of all reported UFO sightings by hour and day
Source: NUFORC & http://www.questionable-economics.com/what-do-we-know-about-aliens/
©2016 RapidMiner, Inc. All rights reserved. - ‹#› -
Aliens Love America. And Fireworks.Average reported UFO sightings per week since 2010
Source: NUFORC & http://www.questionable-economics.com/what-do-we-know-about-aliens/
©2016 RapidMiner, Inc. All rights reserved. - ‹#› -
People like Aliens38% of the reports have a positive tonality
Source: NUFORC & RapidMiner
Positive38%
Neutral47%
Negative15%
©2016 RapidMiner, Inc. All rights reserved. - ‹#› -
Differentiators Revisited
- 18 -
Lightning-FastData Science
#1 cutting-edge, streamlined predictive analytics platform
Effortless Predictive Analytics
Immediately empowers analysts to unearth opportunities & risks
Operationalized Predictive Results
Easily embed predictive results in business processes to make or
automate immediate decisions and actions
©2016 RapidMiner, Inc. All rights reserved. - ‹#› -
Code-optional.“RM brings the fun backinto data science.”
©2016 RapidMiner, Inc. All rights reserved. - ‹#› -
More Fun with Data Science?Check out 5 Minutes with Ingo on YouTube!
Do a web search for “5 Minutes with Ingo”
©2016 RapidMiner, Inc. All rights reserved. - ‹#› -
Summary
RM is awesome.
RM v7 will be released next week.
Lars will present our roadmap (without “Lutfisk” though…).
You should have fun doing data science.
You can analyze anything (even Alien sightings).
©2016 RapidMiner, Inc. All rights reserved. - ‹#› -
THANK YOU
Dr. Ingo Mierswa
[email protected] @ingomierswa