├── .gitignore ├── Chapter 1 - Introduction ├── Quiz 1 - Examples.pdf └── slides_introduction-handout.pdf ├── Chapter 2 - Overview of Statistical Learning ├── Quiz 2 - Regression Intro.pdf ├── Quiz 3 - Dimensionality.pdf ├── Quiz 4 - Model Selection.pdf ├── Quiz 5 - Classification.pdf ├── Quiz 6 - Intro to R.pdf ├── Quiz 7 - Chapter 2 quiz.pdf └── slides_statistical_learning-handout.pdf ├── Chapter 3 - Linear Regression ├── Quiz 10 - Multiple Linear Regression.pdf ├── Quiz 11 - Important Questions.pdf ├── Quiz 12 - Linear Model Extensions.pdf ├── Quiz 13 - Linear Regression in R.pdf ├── Quiz 14 - Chapter 3 quiz.pdf ├── Quiz 8 - Simple Linear Regression.pdf ├── Quiz 9 - Hypothesis Testing.pdf ├── Regression in R.ipynb └── slides_linear_regression-handout.pdf ├── Chapter 4 - Classification ├── Classification in R.ipynb ├── Quiz 15 - Classification Intro.pdf ├── Quiz 16 - Logistic Regression.pdf ├── Quiz 17 - Multivariate Logistic Regression.pdf ├── Quiz 18 - Case Controlled Sampling.pdf ├── Quiz 19 - Discriminant Analysis.pdf ├── Quiz 20 - Gaussian Discriminant Analysis - 1 variable.pdf ├── Quiz 21 - Gaussian Discriminant Analysis - Many variables.pdf ├── Quiz 22 - Quadratic Discriminant Analysis and Naive Bayes.pdf ├── Quiz 23 - Classification in R.pdf ├── Quiz 24 - Chapter 4 quiz.pdf └── slides_classification-handout.pdf ├── LICENSE └── README.md /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/stanford-statistical-learning/HEAD/.gitignore -------------------------------------------------------------------------------- /Chapter 1 - Introduction/Quiz 1 - Examples.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/stanford-statistical-learning/HEAD/Chapter 1 - Introduction/Quiz 1 - Examples.pdf -------------------------------------------------------------------------------- /Chapter 1 - Introduction/slides_introduction-handout.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/stanford-statistical-learning/HEAD/Chapter 1 - 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