Abusing Your CI/CD: Running Abstract Machine Learning Frameworks Inside Github Actions (Global 2020)

MadridDotNet

Abusing Your CI/CD: Running Abstract Machine Learning Frameworks Inside Github Actions (Global 2020)

15 jul 2020 · Online

But most CI/CD tools are abstract code execution engines, meaning that we can also leverage them to do non-deployment-related tasks In this session, we'll explore how GitHub Actions can be used to train a machine learning model, then run predictions in response to file commits, enabling an untrained end-user to predict the value of their home by simply editing a text file As a bonus, we'll leverage Apple's CoreML ...

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