Best practices

Designing Forecasting Pipelines for Production

Rami Krispin

Senior Manager, Data Science and Engineering

Reproducible environment

Reproducible environment

Designing Forecasting Pipelines for Production

Deployment as code

Development as code

Designing Forecasting Pipelines for Production

Staging vs production

Staging vs. production

Designing Forecasting Pipelines for Production

Prototyping

Prototyping

Designing Forecasting Pipelines for Production

Agnostic design

Agnostic design

Designing Forecasting Pipelines for Production

Unified templates

Unified and generic templates

Designing Forecasting Pipelines for Production

Infrastructure planning

Infrastructure planning

Designing Forecasting Pipelines for Production

Forecast post-mortem

Forecast post-mortem

Designing Forecasting Pipelines for Production

Let's practice!

Designing Forecasting Pipelines for Production

Preparing Video For Download...