Machine Learning
Linear Regression, Logistic Regression, and SVM in 10 Minutes
How does linear regression relate to logistic regression and Support Vector Machine?
Published in
13 min readJun 22, 2022
Table of contents· So, how does machine learning work?
· Linear Models
∘ Linear regression
∘ Ridge
∘ Lasso
∘ Elastic-Net
· Logistic Regression
· Support Vector Machine (SVM)
∘ Classification
∘ Regression
∘ Kernel functions
· A note on preprocessing
· Conclusion
