How to Normalize and Standardize Time Series Data in PythonPhoto by Sage Ross, some rights reserved. Minimum Daily Temperatures Dataset This dataset describes the minimum daily temperatures over 10 years (1981-1990) in the city Melbourne, Australia. The units are in degrees Celsius and there are...
Normalization is useful when your data has varying scales and the algorithm you are using does not make assumptions about the distribution of your data, such as k-nearest neighbors and artificial neural networks. Standardize Your Numeric Attributes Data standardization is the process of rescaling one ...