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DOMINIK WITTENBECK






 * Hi guys, continuing my previous experiments, I have now set aside AWS Machine
   Learning for a while and turned towards the SAP HANA Cloud Platform. SAP HCP
   also offers Machine Learning capabilities under the label of "Predictive
   Analysis". I was reading a bit and found out about additional capabilities to
   the prediction like introspection mechanisms on the models you create within
   SAP HCP Predictive Analysis like, finding key influencing factors for target
   figures in your data. This so far is not offered by Amazon's Machine
   Learning, so it got...
   
   Read More
   
   

 * Hi guys, extending my previous article about "Using AWS Machine Learning from
   ABAP to predict runtimes" I have now been able to extend the ABAP based API
   to create models from ABAP internal tables (which is like a collection of
   records, for the Non-ABAPers ;-). This basically enables ABAP developers to
   utilize Machine Learning full cycle without ever having to leave their home
   turf or worry about the specifics of the AWS Machine Learning
   implementations. My use case still is the same: Predicting runtimes of the
   SNP System Scan based on well...
   
   Read More
   
   

 * Happy new year everybody! Today I tried out Amazon's Machine Learning
   capabilities. After running over the basic AWS Machine Learning tutorial and
   getting to know how the guys at AWS deal with the subject I got quite exited.
   Everythings sounds quite easy: Prepare example data in a single CSV file with
   good and distinct features for test and training purposes Create a data
   source from that CSV file, which basically means verifying that the column
   types were detected correctly and specifying a result column.  Create a
   Machine Learning...
   
   Read More
   
   

 * It's amazing how quickly the AI topic develops. In the past few months, I
   have seens so much new stuff emerging. When I first saw this, I was amazed
   (happens a lot lately - maybe I am just too easy to motivate ;-). Then I
   thought: well voice enabled computing isn't new really, I mean all the
   hotlines do it. So while the Conversion UI basically serves the same purpose
   as traditional hotline conversation machines, the new thing about  it is
   really the context based natural language interaction opposed to: request -
   response that it was in...
   
   Read More
   
   

 * What I stumbled across a lot lately is the issue of clearly identifying
   business problems that are applicable to machine learning, especially opposed
   to traditional programming solutions... The openSAP course "Enterprise
   Machine Learning in a Nutshell" does an excellent job in exactly that! I will
   probably dive much deeper into this topic - many of my companies issues in
   knowledge management seem to be perfectly applicable to machine learning.
   Many issues in that field are regarding classification, that enable effective
   communication of knowlege...
   
   Read More
   
   

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SATURDAY, JANUARY 21, 2017


USING SAP HANA CLOUD PLATTFORM FROM ABAP TO FIND ROOT CAUSES FOR RUNTIME
BOTTLENECKS

Posted on Saturday, January 21, 2017 by Unknown

Hi guys, continuing my previous experiments, I have now set aside AWS Machine
Learning for a while and turned towards the SAP HANA Cloud Platform. SAP HCP
also offers Machine Learning capabilities under the label of "Predictive
Analysis". I was reading a bit and found out about additional capabilities to
the prediction like introspection mechanisms on the models you create within SAP
HCP Predictive Analysis like, finding key influencing factors...
Categories: AI, API, Article, Featured, Learn, SAP





TUESDAY, JANUARY 17, 2017


SYNTHESIZING YOUR VOICE: WAVENET BY GOOGLE DEEPMIND

Posted on Tuesday, January 17, 2017 by Unknown

I remember the day (somewhen in the 90s), when computer generated voices sounded
- well synthetic. Today you can still tell the difference between a human and a
machine speaking to you. Although they have gotten very good. On the other hand,
it's probably good that you can tell a difference. Think about all the implicit
expectations, that we would have, if we'd thought a human was speaking to us...
But then on the other hand, think about how much already existing content that
exists in text form we can leverage given we have a natural sounding...
Categories: AI, Article, YouTube





THURSDAY, JANUARY 05, 2017


CREATING AWS MACHINE LEARNING MODELS FROM ABAP

Posted on Thursday, January 05, 2017 by Unknown

Hi guys, extending my previous article about "Using AWS Machine Learning from
ABAP to predict runtimes" I have now been able to extend the ABAP based API to
create models from ABAP internal tables (which is like a collection of records,
for the Non-ABAPers ;-). This basically enables ABAP developers to utilize
Machine Learning full cycle without ever having to leave their home turf or
worry about the specifics of the AWS Machine Learning implementations. My...
Categories: AI, API, Article, Featured, Framework, Learn, Patterns, SAP





MACHINE LEARNING RECIPES

Posted on Thursday, January 05, 2017 by Unknown

A cool series for learning the principles of machine learning... ...
Categories: AI, Learn, YouTube





SUNDAY, JANUARY 01, 2017


USING AWS MACHINE LEARNING FROM ABAP TO PREDICT RUNTIMES

Posted on Sunday, January 01, 2017 by Unknown

Happy new year everybody! Today I tried out Amazon's Machine Learning
capabilities. After running over the basic AWS Machine Learning tutorial and
getting to know how the guys at AWS deal with the subject I got quite exited.
Everythings sounds quite easy: Prepare example data in a single CSV file with
good and distinct features for test and training purposes Create a data source
from that CSV file, which basically means verifying that the column...
Categories: AI, API, Featured, Framework, Patterns, PHP, SAP





FRIDAY, DECEMBER 09, 2016


VOICE USER INTERFACE - THE NEW UI

Posted on Friday, December 09, 2016 by Unknown

It's amazing how quickly the AI topic develops. In the past few months, I have
seens so much new stuff emerging. When I first saw this, I was amazed (happens a
lot lately - maybe I am just too easy to motivate ;-). Then I thought: well
voice enabled computing isn't new really, I mean all the hotlines do it. So
while the Conversion UI basically serves the same purpose as traditional hotline
conversation machines, the new thing about  it is really the context based
natural language interaction opposed to: request - response that it was in...
Categories: AI, API, Featured, Learn, YouTube





TUESDAY, NOVEMBER 29, 2016


ENTERPRISE MACHINE LEARNING IN A NUTSHELL

Posted on Tuesday, November 29, 2016 by Unknown

What I stumbled across a lot lately is the issue of clearly identifying business
problems that are applicable to machine learning, especially opposed to
traditional programming solutions... The openSAP course "Enterprise Machine
Learning in a Nutshell" does an excellent job in exactly that! I will probably
dive much deeper into this topic - many of my companies issues in knowledge
management seem to be perfectly applicable to machine learning....
Categories: AI, Featured, Learn, SAP





THURSDAY, NOVEMBER 17, 2016


A.I. EXPERIMENTS

Posted on Thursday, November 17, 2016 by Unknown

Sometimes I stumble across things that are just jaw dropping. I have read a lot
of articles and watched a lot of YouTube videos about AI. Google has great
platforms and technology to power this, but what really is fascinating when you
find something that steps from behind the glass wall of "me staring at it
astonished" to "oh, hi there, let's play". This is what A.I. Experiments is. An
experimental Site where you can find an A.I. driven virtual playground. It may
seem a little childish at first but then again children grow up really fast
and...
Categories: AI, Learn, YouTube




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 * Using SAP HANA Cloud Plattform from ABAP to find root causes for runtime
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 * Enterprise Machine Learning in a Nutshell
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