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How to build reusable data cleaning pipelines with scikit-learn

Snorkel AI

AB : And in terms of your work, are you mostly using tabular data, and therefore you’re mostly building Scikit-Learn pipelines? Or do you end up using a lot of like deep learning models and so you need to figure out how to build a pipeline around that, maybe, or other frameworks there? How does that look for you?

article thumbnail

How to build reusable data cleaning pipelines with scikit-learn

Snorkel AI

AB : And in terms of your work, are you mostly using tabular data, and therefore you’re mostly building Scikit-Learn pipelines? Or do you end up using a lot of like deep learning models and so you need to figure out how to build a pipeline around that, maybe, or other frameworks there? How does that look for you?

article thumbnail

How to build reusable data cleaning pipelines with scikit-learn

Snorkel AI

AB : And in terms of your work, are you mostly using tabular data, and therefore you’re mostly building Scikit-Learn pipelines? Or do you end up using a lot of like deep learning models and so you need to figure out how to build a pipeline around that, maybe, or other frameworks there? How does that look for you?