topic Re: how to make generic data validation for machine learning in Artificial Intelligence Forum

how to make generic data validation for machine learning

matteo_matteuzzi — Tue, 07 Apr 2020 14:57:43 GMT

How to make say this value field XXX updated with his value time to time and also I need it into machine Learning apps. The value has to be of what minimum quality and in wich specific table to make the app to be designed for this? And also the machine Learning apps are in which set of templates? I am looking to this links under 'machine learning' community topics but still not found.

https://community.sap.com/topics/machine-learning

Re: how to make generic data validation for machine learning

former_member488169 — Wed, 08 Apr 2020 06:32:07 GMT

Hi Matteo,

could you please provide a bit more background on your question. What exactly have you been using? Which ML Apps are you talking about?

This would help to find the right answer for you.

Re: how to make generic data validation for machine learning

matteo_matteuzzi — Wed, 08 Apr 2020 07:57:43 GMT

I am with the Leonardo's package, could you please provide where to find link I would investigate on my previous question,? where to find the apis development tools framework?

Re: how to make generic data validation for machine learning

Vitaliy-R — Wed, 08 Apr 2020 10:15:17 GMT

Is this what you are looking for https://help.sap.com/viewer/product/SAP_LEONARDO_MACHINE_LEARNING_FOUNDATION?task=discover_task?

Re: how to make generic data validation for machine learning

jana_richter — Thu, 09 Apr 2020 08:31:17 GMT

Hi Matteo,

indeed having the right set of data and quality in place for Machine Learning models is very crucial. However, any kind of input checks are very scenario and service specific. This means e.g. prerequisite checks for SAP Cash App are different compared to prerequisite and data check for Service Ticket Intelligence (both are based on SAP Leonardo technology). There is no generic or universal framework available that performs data quality checks independent of the scenario or service.

Do you have a specific service or application in scope - or do you develop your own Machine Learning scenario and rather look for a framework to use?

Best regards

Jana

Re: how to make generic data validation for machine learning

matteo_matteuzzi — Thu, 09 Apr 2020 13:48:15 GMT

Hi Jana,

while I don't have a specific service or application in scope and a target client need, I'm looking to trial tools to practice my own.

Many thanks and kind regards

Matteo