Preprocessing data for Machine Learning - Deep Dive

Logistic Regression - Preprocessing Cheat Sheet! How do we deal with logistic regression through Preprocessing? Please Subscribe! SPONSOR Kite is a free AI-powered coding assistant that will help you code faster and smarter. The Kite plugin integrates with all the top editors and IDEs to give you smart completions and documentation while you’re typing. I've been using Kite. Love it! Learn more here: https://www.kite.com/get-kite/?utm_medium=referral&utm_source=youtube&utm_campaign=codeemporium&utm_content=description-only TIMESTAMPS 0:00 Introduction 1:34 Snape – Artificial Data Generator 2:56 Effects of Standardization 5:32 Effects of Encoding 8:45 Effects of Data Imbalance 10:50 Effects of Correlation 11:40 Variance Inflation Factor Explained 13:30 Dealing with Multicollinearity 16:53 Effects of Missing Data 18:09 Summary CODE: https://github.com/ajhalthor/preprocessing-cheat-sheet #machinelearning #logisticregression #artificialintelligence #AI