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Classroom Contents
Applied Data Science & Engineering for Local Weather Forecasts
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- 1 Intro
- 2 Agenda
- 3 Types of data
- 4 Numerical weather prediction models
- 5 Outcome
- 6 MeteoGroup forecasting system
- 7 Next generation forecasting system
- 8 Iteration 1
- 9 Iteration 2
- 10 Baseline model engineering
- 11 Scaling with Apache Airflow
- 12 Apache Airflow DAG
- 13 Airflow and Mesos
- 14 Model improvement cycle
- 15 Forecast verification
- 16 Verification metrics
- 17 Results
- 18 Improvements
- 19 CONFERENCES
