CS 307 Notes
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Data
Machine Learning Overview
Regression Introduction
Probability
Classification Introduction
Preprocessing
Cross-Validation
Generalization
Decision Trees
Binary Classification
Logistic Regression
Linear Regression
Regularization
Ensembles
CS 307 Notes
Machine Learning for Data Science
This website contains a collection of notes for
CS 307
@ UIUC.
Notes
Data
Machine Learning
Regression Introduction
Probability
Classification Introduction
Preprocessing
Cross-Validation
Generalization
Decision Trees
Binary Classification
Logistic Regression
Linear Regression
Regularization
Ensembles
Miscellaneous
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