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