How we know that data is normalized or not?

When we normalize data ?
How we get know that my datset is normalized or need mormaliztion?
why do we normalize data?

hey @aditrisriv,

Its basically when our data is very unevenly distributed. So to bring it to some common range or make this as a gaussian distribution.

You can get to know this after plotting a distribution plot on your dataset.
After looking at the graph you can easily examine that is it evenly distributed or not.

Its actually a bit trick question.
There is no such guaranteed answer to it. But it helps in dealing with outliers a bit , hence leading to better performance.

Hope this helps.
Thank You and Happy Learning :slightly_smiling_face:.