about e-commerce.ai
eCommerce.ai is a complete end-to-end Data Science, Graph, AI/ML Analytics technology framework to support data gathering, mining, wrangling, analysis including visualization & performing AI/ML Analytics on data, with intent to understand, support and predict eCommerce operations to support daily business operations for small, medium and very large organizations.
eCommerce.ai is an official project submitted as Galp's Hackathon Retail 4.0 Hackathon project work. This documentation is published in GitHub gh-pages branch and does include executed Code & examples. Complete source code is also available under main GitHub Branch.
Author
Author: Amit Shukla
Bio: about me
Last Update Date: May 20 2022
Who should read this: ERP Consultants working with small, medium, large orgs
Version: 0.22
Sponsorship: open for funding
Platform
Frontend: Julia 1.7.1
Backend: Oracle OCI Cloud, Oracle ADW (Autonomous data warehouse) | TigerGraph/Oracle Graph DB
Rest API: Julia, TGCloud RESTAPI
AI: Julia, FLUXml.ai, Oracle AutoML
how to use this book
This book first version is completely free(v1.2) and is published as website under GitHub gh-pages branch.
Most of the source code is MIT License, (except few ML/Deep Learning algorithms, which are proprietary and customer owned content).
Complete source code can be found here. https://github.com/AmitXShukla/eCommerce.ai
Table of Contents
- Analytics
- Ad-hoc
- Self Service
- Advance Analytics
- Predictive Analytics
- Real time Analytics
- Implementation approach
- Architecture
- Workflow
- ERD
- Explainable AI
- working with Data
- DEMO notebooks
- Ad-hoc
- Self Service
- Advance Analytics
- Predictive Analytics
- Real time Analytics
- about e-commerce.ai
- Author
- Platform
- how to use this book
- Internet of Things
- Business Process
eCommerce.ai package supports following ERP systems data structures.
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.