Learning-From-Data

Illustrative R scripts inspired by Yaser S. Abu-Mostafa's machine learning fundamentals course, Learning From Data, offered through CaltechX.

Name		Name	Last commit message	Last commit date
Latest commit History 46 Commits
1. Perceptron Learning Algorithm		1. Perceptron Learning Algorithm
2. Hoeffding & Linear Regression		2. Hoeffding & Linear Regression
3. Approximation-Generalization Tradeoff		3. Approximation-Generalization Tradeoff
4. Logistic Regression & Gradient Descent		4. Logistic Regression & Gradient Descent
5. Overfitting & Regularization		5. Overfitting & Regularization
6. Validation		6. Validation
7. Support Vector Machines		7. Support Vector Machines
8. Generalized Support Vector Machines		8. Generalized Support Vector Machines
9. Radial Basis Functions & k-Means Clustering		9. Radial Basis Functions & k-Means Clustering
.gitattributes		.gitattributes
.gitignore		.gitignore
README.md		README.md

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