├── .gitignore ├── LICENSE.md ├── README.md ├── exercises ├── homework1 │ ├── Homework1.mat │ ├── Homework1.pdf │ ├── Homework1.tex │ └── MakeDataHomework1.m ├── homework2 │ ├── homework2.pdf │ └── homework2.tex ├── homework3 │ ├── Meadow.tiff │ ├── homework3.pdf │ ├── homework3.tex │ └── makehomework3.m ├── homework4 │ ├── Homework4.mat │ ├── MakeDataHomework4.m │ ├── homework4.pdf │ └── homework4.tex ├── homework5 │ ├── HomeWork5.mat │ ├── NonlinearRegression.m │ ├── homework5.pdf │ └── homework5.tex └── homework6 │ ├── HomeWork6.mat │ ├── MakeHomeWorkData.m │ ├── homework6.pdf │ └── homework6.tex ├── script ├── commands.tex ├── lecture1 │ ├── Figure1_2.pdf │ ├── Figure1_3.pdf │ ├── Figure1_4a.pdf │ ├── Figure1_4b.pdf │ ├── Figure1_4c.pdf │ ├── Figure1_4d.pdf │ ├── Figure1_5.pdf │ ├── Figure1_7a.pdf │ ├── Figure1_7b.pdf │ └── lecture1.tex ├── lecture10 │ ├── lecture10.tex │ ├── lineartransform_geometricmeaning.pdf │ └── lineartransform_geometricmeaning.svg ├── lecture11 │ └── lecture11.tex ├── lecture12 │ ├── gauss_quant.m │ ├── gauss_quant.pdf │ ├── lecture12.tex │ ├── venn.pdf │ └── venn.svg ├── lecture13 │ └── lecture13.tex ├── lecture2 │ ├── BetaPosterior.pdf │ ├── BetaPosteriorConfidence.pdf │ ├── BetaZoo.pdf │ └── lecture2.tex ├── lecture3 │ └── lecture3.tex ├── lecture4 │ ├── Figure212.pdf │ ├── Figure213a.pdf │ ├── Figure213b.pdf │ ├── Figure213c.pdf │ ├── Figure214.pdf │ └── lecture4.tex ├── lecture5 │ ├── Figure128.pdf │ ├── Figure31a.pdf │ ├── Figure31b.pdf │ ├── Figure31c.pdf │ ├── Figure37.pdf │ ├── LinReg.pdf │ ├── LinRegBayes.pdf │ ├── Rasmussen1.jpg │ ├── Rasmussen2.jpg │ └── lecture5.tex ├── lecture6 │ ├── Figure27.pdf │ ├── Figure28a.pdf │ ├── Figure28b.pdf │ ├── Figure28c.pdf │ ├── Figure410a.pdf │ ├── Figure410b.pdf │ ├── Figure411a.pdf │ ├── Figure411b.pdf │ ├── Figure44a.pdf │ ├── Figure44b.pdf │ ├── Figure46a.pdf │ ├── Figure46b.pdf │ ├── LinClassification.pdf │ ├── NonLinClassification.pdf │ └── lecture6.tex ├── lecture7 │ ├── BoydGradientDescent.pdf │ ├── Convex.pdf │ ├── Figure128.pdf │ ├── Figure414a.pdf │ ├── Figure414b.pdf │ ├── Figure44a.pdf │ ├── Figure44b.pdf │ ├── MathWorksGradientDescent.png │ ├── Newton0.pdf │ ├── Newton1.pdf │ ├── Newton2.pdf │ ├── Newton3.pdf │ ├── Newton4.pdf │ ├── Newton5.pdf │ ├── Newton6.pdf │ ├── Newton7.pdf │ ├── NotConvex.pdf │ └── lecture7.tex ├── lecture8 │ ├── ML_unsupervised1.pdf │ ├── ML_unsupervised1.tex │ └── lecture8.tex ├── lecture9 │ ├── ML_unsupervised2.tex │ └── lecture9.tex ├── ml2012_script.tex ├── references │ └── references.bib └── titlepage │ ├── logo_gtc.png │ ├── logo_uni.png │ └── titlepage.tex └── slides ├── lecture1_intro ├── lecture1.key └── lecture1.pdf ├── lecture2_probability ├── lecture2.pdf └── lecture2.tex ├── lecture3_gaussians ├── Figure212.pdf ├── Figure213a.pdf ├── Figure213b.pdf ├── Figure213c.pdf ├── Figure214.pdf ├── lecture3.pdf └── lecture3.tex ├── lecture4_bayesianinference ├── BetaPosterior.pdf ├── BetaPosteriorConfidence.pdf ├── BetaZoo.pdf ├── CoinFlip.m ├── lecture4.pdf └── lecture4.tex ├── lecture5_linearregression ├── Figure128.pdf ├── Figure31a.pdf ├── Figure31b.pdf ├── Figure31c.pdf ├── Figure37.pdf ├── Rasmussen1.jpg ├── Rasmussen2.jpg ├── lecture5.pdf ├── lecture5.tex └── matlab │ ├── LinReg.pdf │ ├── LinRegBayes.pdf │ ├── PlotGaussians.m │ ├── RegressionUncertainty.m │ └── errorshading.m ├── lecture6_linearclassification ├── Figure27.pdf ├── Figure28a.pdf ├── Figure28b.pdf ├── Figure28c.pdf ├── Figure410a.pdf ├── Figure410b.pdf ├── Figure411a.pdf ├── Figure411b.pdf ├── Figure44a.pdf ├── Figure44b.pdf ├── Figure46a.pdf ├── Figure46b.pdf ├── LinClassification.pdf ├── NonLinClassification.pdf ├── lecture6.pdf ├── lecture6.tex └── matlab │ ├── LinearClassification.m │ ├── PlotGaussians.m │ └── errorshading.m └── lecture7_logregression ├── BoydGradientDescent.pdf ├── Convex.pdf ├── Figure128.pdf ├── Figure414a.pdf ├── Figure414b.pdf ├── Figure44a.pdf ├── Figure44b.pdf ├── MathWorksGradientDescent.png ├── 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