Create feature interactions using PolynomialFeatures

[@dataschool]

Want to do even more feature engineering within scikit-learn? I recommend learning how to use FunctionTransformer: ua-cam.com/video/s1gL82BxKos/v-deo.html

[@ge_song5]

Very well explained! Thanks!

[@dataschool]

You're welcome!

[@AhmedThahir2002]

"you could use a tree-based model to discover interactions and then only include those for the linear model"
How would one go about doing this? Could you share any resources?

[@annawilson3824]

message => No need for feature interaction if rely solely on tree-based models or can use this model to learn about specific interactions and then include only those in linear models.

[@dataschool]

Thanks for posting the takeaway! 🙌

[@yogeeshtr700]

thank you 👍

[@dataschool]

You're welcome!

[@EhsanIrshad]

first

[@nguyenhuuuc2311]

I'd think you're probably slower than Kevin - 2 mins 😂😅