├── .gitignore ├── README.md ├── data ├── Chisquared For Feature Selection .jpg ├── Confusion Matrix .jpg ├── Convex Hulls and Support Vector Machines .jpg ├── Cross Entropy .jpg ├── Euclidean Norm .jpg ├── Fstatistics .jpg ├── Fundamental Theorem Of Calculus .jpg ├── General Additive Model .jpg ├── Handling Outliers .jpg ├── Heteroscedasticity with a k, apparently) .jpg ├── How to avoid overfitting .jpg ├── KFold Cross-Validation .jpg ├── Kernel PCA .jpg ├── Knearest Neighbors .jpg ├── Learning Curve .jpg ├── Leave One Out CrossValidation .jpg ├── MSE vs MAE .jpg ├── Mean Square Error .jpg ├── Naive Bayes Classifier .jpg ├── Precision Recall Tradeoff .jpg ├── Preprocessing When You Have Training And Test Sets .jpg ├── Principal Components .jpg ├── Ridge Regression .jpg ├── Singular Value Decomposition .jpg ├── Standardization .jpg ├── Training Error Rate .jpg ├── What Are Principal Components .jpg ├── Why is nearest neighbor lazy .jpg ├── Youdens JStatistic .jpg └── t tests .jpg ├── ml-flashcards.Rproj ├── twitter-ml-flashcards.Rmd ├── twitter-ml-flashcards.html └── twitter-ml-flashcards_files ├── bootstrap-3.3.5 ├── css │ ├── bootstrap-theme.css │ ├── bootstrap-theme.css.map │ ├── bootstrap-theme.min.css │ ├── bootstrap.css │ ├── bootstrap.css.map │ ├── bootstrap.min.css │ ├── cerulean.min.css │ ├── cosmo.min.css │ ├── flatly.min.css │ ├── fonts │ │ ├── Lato.ttf │ │ ├── LatoBold.ttf │ │ ├── LatoItalic.ttf │ │ ├── NewsCycle.ttf │ │ ├── NewsCycleBold.ttf │ │ ├── OpenSans.ttf │ │ ├── OpenSansBold.ttf │ │ ├── OpenSansBoldItalic.ttf │ │ ├── OpenSansItalic.ttf │ │ ├── OpenSansLight.ttf │ │ ├── OpenSansLightItalic.ttf │ │ ├── Raleway.ttf │ │ ├── RalewayBold.ttf │ │ ├── Roboto.ttf │ │ ├── RobotoBold.ttf │ │ ├── RobotoLight.ttf │ │ ├── RobotoMedium.ttf │ │ ├── SourceSansPro.ttf │ │ ├── SourceSansProBold.ttf │ │ ├── SourceSansProItalic.ttf │ │ ├── SourceSansProLight.ttf │ │ └── Ubuntu.ttf │ ├── journal.min.css │ ├── lumen.min.css │ ├── paper.min.css │ ├── readable.min.css │ ├── sandstone.min.css │ ├── simplex.min.css │ ├── spacelab.min.css │ ├── united.min.css │ └── yeti.min.css ├── fonts │ ├── glyphicons-halflings-regular.eot │ ├── glyphicons-halflings-regular.svg │ ├── glyphicons-halflings-regular.ttf │ ├── glyphicons-halflings-regular.woff │ └── glyphicons-halflings-regular.woff2 ├── js │ ├── bootstrap.js │ ├── bootstrap.min.js │ └── npm.js └── shim │ ├── html5shiv.min.js │ └── respond.min.js ├── highlightjs-1.1 ├── default.css ├── highlight.js └── textmate.css ├── jquery-1.11.3 └── jquery.min.js └── navigation-1.1 ├── FileSaver.min.js ├── codefolding.js ├── sourceembed.js └── tabsets.js /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jasdumas/ml-flashcards/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 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