Three Approaches to Encoding Time Information as Features for ML Models – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-03-21T20:30:26Z http://www.open-lab.net/blog/feed/ Eryk Lewinson <![CDATA[Three Approaches to Encoding Time Information as Features for ML Models]]> http://www.open-lab.net/blog/?p=44228 2022-08-21T23:53:25Z 2022-02-17T16:00:00Z Imagine you have just started a new data science project. The goal is to build a model predicting Y, the target variable. You have already received some data...]]> Imagine you have just started a new data science project. The goal is to build a model predicting Y, the target variable. You have already received some data...

Imagine you have just started a new data science project. The goal is to build a model predicting Y, the target variable. You have already received some data from the stakeholders/data engineers, did a thorough EDA, and selected some variables you believe are relevant for the problem at hand. Then you finally built your first model. The score is acceptable, but you believe you can do much better.

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