Key Notes
- Covid-19, Squez Canal
- New markets, New products
- Demand for more WFH essentials
- Long term forecast and short term finetuning
- Demand Sensing - Adapting to fluctuations
- No Historical data
- Excel Models, Rules-based models
- History keeps changing every few months
- Macro economic factors
- Consumer price index
- Producer price index
- Unemployment claims
- Mobility Data
- Inflation
- Country - Dept - Store - Sku - Sales
- Department - Product - Delivery Time Delay
- Deploying all this models, Real time deployments
- SEIRD Models
- SEIRD Model Paper
- Epidemic analysis of COVID-19 in China by dynamical modeling
H2O.AI also seems to be one more kubeflow customization
Google Vertex also seems a combination of google AutoML + Kubeflow Customization
Keep Exploring!!!
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