From Raw to Refined: A Journey Through Data Preprocessing — Part 1

Sometimes, the data we receive for our machine learning tasks isn’t in a suitable format for coding with Scikit-Learn or other machine learning libraries. As a result, we have to process the data to transform it into the desired format.

There could be various issues with raw data. According to the nature of the issue, we need to use appropriate methods to deal with it.

Let’s see some of these methods and how to …

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