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chews0n / glowing-waffle

SPE Calgary Data Science Mentorship program 2021
Apache License 2.0
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Scaling Data #7

Closed chews0n closed 3 years ago

chews0n commented 3 years ago

We will need a function to scale the data in order to feed it into our model.

chews0n commented 3 years ago

write a function for both standardisation (z-score) and normalisation in order to give us the option going forward for testing purposes

chews0n commented 3 years ago

Note something that I totally overlooked, given that this is tree based and your features are essentially categorical, you may not need to normalize your data unless you have wild ranges of numbers for your feature