Discussing All the Types of Feature Transformation in Machine Learning

Offered By: Krish Naik via YouTube

Course Description

Overview

Explore the various types of feature transformation techniques in machine learning through this comprehensive 22-minute video. Learn about standardization, scale up, MinMax scaling, Robust Scalar, and Gaussian transformation methods. Gain insights into when and how to apply these techniques to improve your machine learning models' performance and handle different data distributions effectively.

Syllabus

Introduction
Standardization
Scale Up
MinMax
Robust Scalar
Gaussian Transformation

Taught by

Krish Naik

Related Courses

Data Science at Scale - Capstone Project
University of Washington via Coursera Feature Engineering for Improving Learning Environments
University of Texas Arlington via edX How to Win a Data Science Competition: Learn from Top Kagglers
Higher School of Economics via Coursera Advanced Machine Learning
The Open University via FutureLearn Feature Engineering
Google Cloud via Coursera