Preprocessing data for Machine Learning - Deep Dive
Logistic Regression - Preprocessing Cheat Sheet! How do we deal with logistic regression through Preprocessing? Please Subscribe!
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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
Видео Preprocessing data for Machine Learning - Deep Dive канала CodeEmporium
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
Видео Preprocessing data for Machine Learning - Deep Dive канала CodeEmporium
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