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Machine Learning Application in Banks Reconciliation Process

I was wondering if someone has experience in applying machine learning models in banks recon process. Appreciate if someone can share their exp here.

Tags: #ML, #Reconciliation

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Not sure if this could help, but I wrote an article about dealing with two different data sets that are not fully compatible (old data with different metrics versus new data, or external data from two different clients with fields that do not really match.) 

It is described in my book, available here. In particular, check the following sections:

  • 25.5: Performing joins on mismatched data, page 197.
  • 25.7: Blending data sets with non-compatible fields, page 200



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