topic Re: What's the difference between Normalization and Standardization? in Data Engineering https://community.databricks.com/t5/data-engineering/what-s-the-difference-between-normalization-and-standardization/m-p/21719#M14848 <P><B><I>Normalization&nbsp;</I></B>typically means rescales the values into a range of [0,1].&nbsp;<B><I>Standardization&nbsp;</I></B>typically means rescales data to have a mean of 0 and a standard deviation of 1 (unit variance).</P><P></P><P>A link which explains better is -</P><P> <A href="https://towardsdatascience.com/normalization-vs-standardization-quantitative-analysis-a91e8a79cebf" target="test_blank">https://towardsdatascience.com/normalization-vs-standardization-quantitative-analysis-a91e8a79cebf</A></P> Wed, 23 Jun 2021 05:37:08 GMT User16826994223 2021-06-23T05:37:08Z What's the difference between Normalization and Standardization? https://community.databricks.com/t5/data-engineering/what-s-the-difference-between-normalization-and-standardization/m-p/21718#M14847 <P>Normalization&nbsp;typically means rescales the values into a range of [0,1].</P><P>Standardization&nbsp;typically means rescales data to have a mean of 0 and a standard deviation of 1 (unit variance).</P><P></P> Tue, 22 Jun 2021 22:31:30 GMT https://community.databricks.com/t5/data-engineering/what-s-the-difference-between-normalization-and-standardization/m-p/21718#M14847 User15787040559 2021-06-22T22:31:30Z Re: What's the difference between Normalization and Standardization? https://community.databricks.com/t5/data-engineering/what-s-the-difference-between-normalization-and-standardization/m-p/21719#M14848 <P><B><I>Normalization&nbsp;</I></B>typically means rescales the values into a range of [0,1].&nbsp;<B><I>Standardization&nbsp;</I></B>typically means rescales data to have a mean of 0 and a standard deviation of 1 (unit variance).</P><P></P><P>A link which explains better is -</P><P> <A href="https://towardsdatascience.com/normalization-vs-standardization-quantitative-analysis-a91e8a79cebf" target="test_blank">https://towardsdatascience.com/normalization-vs-standardization-quantitative-analysis-a91e8a79cebf</A></P> Wed, 23 Jun 2021 05:37:08 GMT https://community.databricks.com/t5/data-engineering/what-s-the-difference-between-normalization-and-standardization/m-p/21719#M14848 User16826994223 2021-06-23T05:37:08Z