Normalization and Scaling in Python using ML Libraries
These plots visualize the distributions of the original data and the data after applying each normalization technique.
Category: Data Science
Gaussian Distribution in Normalization
Gaussian distribution or normal distribution, is significant in data science because of its frequent appearance across numerous datasets.
Normalization – Data Science
Normalization can improve the performance of machine learning algorithms, especially those that are sensitive to feature scales.
What is Data Science?
Data science encompasses a broader set of activities than machine learning, including data preprocessing, model selection and evaluation.