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 Katarzyna Gajus (KatarzynaG)
Accenture

Accenture
AE
KatarzynaG Member since 2018 3 posts
Accenture
Posted: March 21, 2019
Last activity: April 8, 2019
Posted: 21 Mar 2019 6:33 EDT
Last activity: 8 Apr 2019 5:37 EDT
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Best practice while building models in PAD

Hi,

I am looking for an advice on the best practice while building models in Predictive Analytics Director:

Would it be reasonable to do it directly in PROD environment or it is suggested to run this action in a different environment in order not to impact the PROD performance?

Can you please also specify, which nodes/resources are impacted during this stage? PAD nodes for sure, but any of the below as well?

  • DDS nodes ?
  • DB?
  • Data flow nodes?

Thank you in advance for your help.

***Moderator Edit-Vidyaranjan: Updated Platform Capability***

Decision Management
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Posted: 2 years ago
Posted: 8 Apr 2019 5:37 EDT
Ivar Siccama (Ivar_Siccama)
PEGA
Senior Product Manager - Predictive Analytics
Pegasystems Inc.
NL

 


Hi Katarzyna,


Building offline models using PAD is usually not done on a PROD environment. It uses Pega nodes and as far as I know doesn't rely on specific decisioning nodes (unless training data is sourced from a data flow).


BTW building predictive models using Pega machine learning is now done directly from Prediction Studio,introduced in 8.1,  we tend not to refer to 'PAD' as a separate module anymore because this functionality is now embedded,


Regards,


Ivar