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Intro
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Classroom Contents
From Idea to Model: Productionizing Data Pipelines with Apache Airflow
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- 1 Intro
- 2 Data Ecosystem
- 3 Data Scientists
- 4 Data Infrastructure
- 5 Data Analysts
- 6 Bumper Rail Model
- 7 Don't Build Your Own!!
- 8 What's in it for the Data Engineers?
- 9 Submitting a Spark Job
- 10 Can Abstract Many Spark System Configurations
- 11 Data Engineers Can Create Custom Operators
- 12 What's in it for the Analysts?
- 13 Building a Data Science Pipeline
- 14 Experiment
- 15 Jupyter Notebooks + Airflow
- 16 Parameterize
- 17 Getting involved with Apache Airflow
