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Encoding Categorical attributes

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@vipulthakur wrote:

What if there are already many no of columns and also the categorical columns have categories around 30 or so.Is it a good idea to use one hot encoding ,because that will lead to too many no of columns.

What is the best way to encode in such cases?

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