Normalization Vs. Standardization (Feature Scaling in Machine Learning) скачать в хорошем качестве

Normalization Vs. Standardization (Feature Scaling in Machine Learning)

In this video, we will cover the difference between normalization and standardization. Feature Scaling is an important step to take prior to training of machine learning models to ensure that features are within the same scale. Normalization is conducted to make feature values range from 0 to 1. Standardization is conducted to transform the data to have a mean of zero and standard deviation of 1. Standardization is also known as Z-score normalization in which properties will have the behavior of a standard normal distribution. Check top-rated Udemy courses below: 10 days of No Code AI Bootcamp https://www.udemy.com/course/10-code-... Modern Artificial Intelligence with Zero Coding https://www.udemy.com/course/modern-a... Python & Machine Learning for Financial Analysis https://www.udemy.com/course/ml-and-p... Modern Artificial Intelligence Masterclass: Build 6 Projects https://www.udemy.com/course/modern-a... AWS SageMaker Practical for Beginners | Build 6 Projects https://www.udemy.com/course/practica... Data Science for Business | 6 Real-world Case Studies https://www.udemy.com/course/data-sci... AWS Machine Learning Certification Exam | Complete Guide https://www.udemy.com/course/amazon-w... TensorFlow 2.0 Practical https://www.udemy.com/course/tensorfl... TensorFlow 2.0 Practical Advanced https://www.udemy.com/course/tensorfl... Machine Learning Regression Masterclass in Python https://www.udemy.com/course/machine-... Machine Learning Practical Workout | 8 Real-World Projects https://www.udemy.com/course/deep-lea... Machine Learning Classification Bootcamp in Python https://www.udemy.com/course/machine-... MATLAB/SIMULINK Bible|Go From Zero to Hero! https://www.udemy.com/course/matlabsi... Python 3 Programming: Beginner to Pro Masterclass https://www.udemy.com/course/python-3... Autonomous Cars: Deep Learning and Computer Vision in Python https://www.udemy.com/course/autonomo... Control Systems Made Simple | Beginner's Guide https://www.udemy.com/course/control-... Artificial Intelligence in Arabicالذكاء الصناعي مبتدئ لمحترف https://www.udemy.com/course/artifici... The Complete MATLAB Computer Programming Bootcamp https://www.udemy.com/course/the-comp... Thanks and see you in future videos! #featurescaling #normalization