├── .gitignore ├── CourseIntro ├── SurveyResults.md ├── WhatIsDataScience.pdf ├── WhatIsDataScience.tex └── beamerthemeCapeTown.sty ├── DatabaseMgmt ├── DataTypes.md ├── HadoopSpark.md ├── PS3.pdf ├── PS3.tex ├── PS4.pdf ├── PS4.tex ├── README.md ├── SQLexample.sql ├── SQLexample.sqlog ├── SQLoverview.md ├── basketball.csv ├── basketball.sqlite3 └── extractor.sh ├── FinalProject ├── ExampleProject.pdf ├── ExampleProject.tex ├── MWE │ ├── MWE.bib │ ├── MWE.pdf │ └── MWE.tex ├── README.md ├── References.bib ├── Scoresheet.pdf ├── Scoresheet.tex └── fig1.eps ├── Graphics ├── 350px-Apa_fig3.eps ├── 350px-Apa_fig3.png ├── DYTAagSVAAACVc7.jpg ├── Decision_Tennis.jpg ├── GitImage.eps ├── GitImage.png ├── Hash_table_3_1_1_0_1_0_0_SP-eps-converted-to.pdf ├── Hash_table_3_1_1_0_1_0_0_SP.eps ├── Hash_table_3_1_1_0_1_0_0_SP.svg ├── MCexample10.png ├── NASEMdatasci.eps ├── README-titanic_plot-1.png ├── Targzip-eps-converted-to.pdf ├── Targzip.eps ├── Targzip.svg ├── bayCities.png ├── biasVarianceHTFp194.png ├── data-science.eps ├── dataLiteracy.jpg ├── ensemble_decision_regions_2d.png ├── frisch.eps ├── k-foldCV.png ├── mapreduce_work.jpg ├── marylittlelamb_mapreduce.png └── neuralNetwork.png ├── Handouts ├── ColinCameronMLslides.pdf ├── GentzkowShapiro_CodeAndData.pdf └── NASEMdatasci.jpg ├── LICENSE ├── MachineLearning ├── MLslides.html ├── PS10.pdf ├── PS10.tex ├── PS10starter.R ├── PS9.pdf ├── PS9.tex ├── README.md ├── UnsupervisedLearning.md ├── mlrTest.R └── unsupervisedExamples.R ├── ModelingOptimization ├── JuMPintro.ipynb ├── JuMPintro.jl ├── LBFGS.jl ├── LogLVOacac.jpg ├── OptimizationCodingBasics.md ├── OptimizationIntro.pdf ├── OptimizationIntro.tex ├── PS7.pdf ├── PS7.tex ├── PS8.pdf ├── PS8.tex ├── README.md ├── SimulationNotes.md ├── TechnicalNotesOptimizationAlgorithms.pdf ├── TechnicalNotesOptimizationAlgorithms.tex ├── functionScope.png ├── modelingBasics.R ├── optimizationExamples.R ├── simpleGD.jl ├── slides.html ├── slidesCodingBasics.html └── wages.csv ├── People ├── AGH ├── CPD ├── FY ├── GN ├── GNJ.txt ├── IH ├── JC ├── JCH ├── KMM ├── MRH ├── MY.txt ├── RL ├── SB ├── TR └── YM ├── ProblemSetsTest └── PS2 │ ├── OSCERtest.txt │ └── Untitled1.ipynb ├── Productivity ├── PS1.pdf ├── PS1.tex ├── PS2.pdf ├── PS2.tex ├── README.md └── git_tutorial.pdf ├── README.md ├── SLURM ├── Pythonbatch ├── Rbatch ├── juliabatch ├── test.R ├── test.Rlog ├── test.Rout ├── test.jl ├── test.jlog ├── test.py └── test.pylog ├── Structural ├── PS11.pdf ├── PS11.tex ├── PS12.pdf ├── PS12.tex ├── README.md ├── backsim.R ├── beamerthemeCapeTown.sty ├── discreteChoiceSlides.pdf ├── discreteChoiceSlides.tex ├── example.R └── wages12.csv ├── Visualization ├── DynamicVisualization.ipynb ├── PS6.pdf ├── PS6.tex ├── README.md ├── StaticVisualization.ipynb ├── data │ ├── tl_2010_us_state00.dbf │ ├── tl_2010_us_state00.prj │ ├── tl_2010_us_state00.shp │ ├── tl_2010_us_state00.shp.xml │ └── tl_2010_us_state00.shx ├── ggplot_in_class.R ├── images │ ├── 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