Ecommerce Omni-Channel Optimization Using AI

Ecommerce Omni-Channel Optimization Using AI

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preamble

2 of 19

2 of 19

preamble

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Ecommerce Omni-Channel Optimization Using AI

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  1. 1 intro
  2. 2 preamble
  3. 3 ecommerce industry
  4. 4 omni channel retailing
  5. 5 problem statement
  6. 6 agenda
  7. 7 building a central inventory visibility system using ai and predictive algorithms
  8. 8 forecasting use case
  9. 9 forecasting models
  10. 10 auto arima process
  11. 11 eda
  12. 12 using machine learning to optimize order sourcing and routing
  13. 13 predictive models
  14. 14 demo
  15. 15 predictive analytics to allocate omni-channel inventory dynamically
  16. 16 reinforcement learning to optimze allocation across fulfillment centers
  17. 17 q-learning
  18. 18 results
  19. 19 thank you!

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