amitxshukla / p2p.jl

Purchase to Pay Julia package provide a complete AI, Data Science, Analytics solution to support all data operations on all sort of Procurement / Purchase, Accounts Payable business processes

Procure2Pay.jl

documentation

Procure to Pay julia package provide a unified Analytics platform to support data analytical operations on all sort of Accounts Payable, Procurement business processed including Vendor, Use, Freight, Misc Tax Accruals data.

Objective: Procure2Pay package is one complete solution to address complete Procurement, Accounts Payable data wrangling operations.

This package will provide a complete Analytic Software package, which can be deployed as a bolt-on or independent application for all data extract, load, transformation, ad-hoc reporting, analytics, visualizations and tooling to support Data Science, AI, ML predictive analytics.

This package is intended for small, medium, large and very Big Organizations who require a Big Data Tools which can ELT i.e. Extract very large amount of structured and unstructured data, load data into a uniform platform such as RDBMS, Hadoop Data Lake or non-SQL environment.

Platform: Oracle OCI, AWS, Google or Microsoft Azure data cloud.
Analytics: Power BI, Tableau, Oracle Analytics Cloud or Kibana
ELT/ETL: Ascential Datastage, Informatica, Ab Initio
Programming/Framework: Python, Julia, JuliaDB, Pytorch, TensorFlow or Flux

Further, advance data transformation wrangling techniques can be applied to prepare data for operations reporting, data analytic, advance data visualizations, data science operations including AI, ML for predictions.

This package also show case reporting, visualizations to support real time, live reporting on all mobile, web devices.

Author: Amit Shukla
Last Update Date: Jan 25, 2021
Who should read this: small, medium, large ERP Consultants
Version: 0.22
Consulting: [email protected]
Sponsorship: open for funding

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Business Process diagram

Technical Process Diagram

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Table of Contents:

• About Procure 2 Pay

• Procure2Pay Processes

• Procure2Pay ERD

• ERD

• Installing Julia

• ETL or ETL

• self service data analysis

• Data Visualization

• Visualizations, Buttons, sliders, filters, n-D plots, plots vs graphs

• p-value, null hypothesis and real time analytics

• Time Series, Impact analysis

• ML for Procure2Pay

• DL for Procure2Pay

• Graph Theory / Network Science

  ERP Systems Oracle, PeopleSoft, SAP, Tally, Intuit, QuickBooks etc. I will cover examples from ERP Domains like GL (General Ledger), AP (Accounts Payable), AR (Account Receivables), B2P (Buy to Pay), Expense, Travel & Time, HCM Human Capital Management, CRM etc.