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<br>
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## Machine learning pipelines as code
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## Deploy, manage, and scale machine learning applications
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Deploy machine learning applications without worrying about setting up infrastructure, managing dependencies, or orchestrating data pipelines.
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Cortex is actively maintained by Cortex Labs. We're a venture-backed team of infrastructure engineers and [we're hiring](https://angel.co/cortex-labs-inc/jobs).
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<br>
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## How it works
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schema: [@col1, @col2, ...]
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```
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**Data validation:** prevent data quality issues early.
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```yaml
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- kind: raw_column
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name: col1
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type: INT_COLUMN
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min: 0
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max: 10
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```
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**Data transformation:** use custom Python and PySpark code to transform data.
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