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/preproce...
#machinelearning #logisticregression #artificialintelligence #AI
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