Statistical Analysis, Numpy.
different scales. Log Transformation: Logarithmic transformation is used to make data more symmetric or to stabilize variance in cases of exponential growth # Data Centering data = np.array([10, 20, 30, 40, 50]) mean = np.mean(data) centered_data = data - mean # Standardization std_dev =