├── .gitmodules ├── .ipynb_checkpoints ├── MyFirstNotebook-checkpoint.ipynb └── OLS in Pandas-checkpoint.ipynb ├── LearningLunch ├── Multilevel modeling │ ├── example.R │ └── tutorial.pptx └── world_of_tools │ ├── README.md │ ├── data_definition_language │ └── default_profile ├── MachineLearningMondays ├── Machine Learnng Mondays 3 - Ensembles.pdf ├── Machine Learnng Mondays 3 - Ensembles.pptx └── README ├── README.md ├── Tools ├── Python │ ├── .ipynb_checkpoints │ │ └── Introduction to Python -checkpoint.ipynb │ ├── A quick tour of the IPython notebook.ipynb │ ├── Introduction to Python .ipynb │ ├── Introduction to Python for Data Analysis .ipynb │ ├── Introduction-to-Python-Programming.ipynb │ ├── My First iPython Notebook.ipynb │ ├── MyFirstNotebook.ipynb │ ├── Not_as_much_fun_with_babynames.ipynb │ ├── Numpy.ipynb │ ├── Python_for_data_analysis.md │ ├── Running Code in iPython Notebook.ipynb │ ├── Scipy.ipynb │ ├── StatsModels - Linear Regression - Analysis.ipynb │ ├── StatsModels - Linear Regression - Data Exploration - Lending Club.ipynb │ ├── data │ │ ├── CalSim_gas_data.csv │ │ └── cz2010_gsod_2006_2013.csv │ └── multiprogramming │ │ ├── README.txt │ │ ├── README.txt~ │ │ ├── mp_pool_apply_demo.py │ │ ├── mp_pool_map_demo.py │ │ └── mp_queues_demo.py ├── cli │ └── README.md ├── github │ └── data.txt └── mongodb │ └── Learning_MongoDB.ipynb ├── dictionary.md ├── methods ├── README.md └── svm │ ├── SupportVectorMachines.ipynb │ └── slides │ ├── 1dexample.aux │ ├── 1dexample.tex │ ├── 2dexample.aux │ ├── 2dexample.tex │ ├── 3dexample_1.aux │ ├── 3dexample_1.tex │ ├── 3dexample_2.aux │ ├── 3dexample_2.tex │ ├── Makefile │ ├── beamer-slide-header.tex │ ├── d1.dat │ ├── d2.dat │ ├── data0.txt │ ├── data1.txt │ ├── data3.txt │ ├── data4.txt │ ├── data5.txt │ ├── errors.tex │ ├── geometric.aux │ ├── geometric.tex │ ├── hyperplane.aux │ ├── hyperplane.tex │ ├── simpledata.tex │ ├── slides-beamer.aux │ ├── slides-beamer.nav │ ├── slides-beamer.out │ ├── slides-beamer.pdf │ ├── slides-beamer.snm │ ├── slides-beamer.tex │ ├── slides-beamer.toc │ ├── svm.aux │ ├── svm.tex │ ├── svmmargin.aux │ ├── svmmargin.tex │ ├── svmmarginslack.aux │ └── svmmarginslack.tex ├── problems └── README.md └── projects ├── README.md └── conservation_international ├── CI_data_exploration_workshop.ipynb └── TV-20140605141210_1231.csv /.gitmodules: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/.gitmodules -------------------------------------------------------------------------------- /.ipynb_checkpoints/MyFirstNotebook-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/.ipynb_checkpoints/MyFirstNotebook-checkpoint.ipynb -------------------------------------------------------------------------------- /.ipynb_checkpoints/OLS in Pandas-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/.ipynb_checkpoints/OLS in Pandas-checkpoint.ipynb -------------------------------------------------------------------------------- /LearningLunch/Multilevel modeling/example.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/LearningLunch/Multilevel modeling/example.R -------------------------------------------------------------------------------- /LearningLunch/Multilevel modeling/tutorial.pptx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/LearningLunch/Multilevel modeling/tutorial.pptx -------------------------------------------------------------------------------- /LearningLunch/world_of_tools/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/LearningLunch/world_of_tools/README.md -------------------------------------------------------------------------------- /LearningLunch/world_of_tools/data_definition_language: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/LearningLunch/world_of_tools/data_definition_language -------------------------------------------------------------------------------- /LearningLunch/world_of_tools/default_profile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/LearningLunch/world_of_tools/default_profile -------------------------------------------------------------------------------- /MachineLearningMondays/Machine Learnng Mondays 3 - Ensembles.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/MachineLearningMondays/Machine Learnng Mondays 3 - Ensembles.pdf -------------------------------------------------------------------------------- /MachineLearningMondays/Machine Learnng Mondays 3 - Ensembles.pptx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/MachineLearningMondays/Machine Learnng Mondays 3 - Ensembles.pptx -------------------------------------------------------------------------------- /MachineLearningMondays/README: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/MachineLearningMondays/README -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/README.md -------------------------------------------------------------------------------- /Tools/Python/.ipynb_checkpoints/Introduction to Python -checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/Tools/Python/.ipynb_checkpoints/Introduction to Python -checkpoint.ipynb -------------------------------------------------------------------------------- /Tools/Python/A quick tour of the IPython notebook.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/Tools/Python/A quick tour of the IPython notebook.ipynb -------------------------------------------------------------------------------- /Tools/Python/Introduction to Python .ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/Tools/Python/Introduction to Python .ipynb -------------------------------------------------------------------------------- /Tools/Python/Introduction to Python for Data Analysis .ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/Tools/Python/Introduction to Python for Data Analysis .ipynb -------------------------------------------------------------------------------- /Tools/Python/Introduction-to-Python-Programming.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/Tools/Python/Introduction-to-Python-Programming.ipynb -------------------------------------------------------------------------------- /Tools/Python/My First iPython Notebook.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/Tools/Python/My First iPython Notebook.ipynb -------------------------------------------------------------------------------- /Tools/Python/MyFirstNotebook.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/Tools/Python/MyFirstNotebook.ipynb -------------------------------------------------------------------------------- /Tools/Python/Not_as_much_fun_with_babynames.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/Tools/Python/Not_as_much_fun_with_babynames.ipynb -------------------------------------------------------------------------------- /Tools/Python/Numpy.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/Tools/Python/Numpy.ipynb -------------------------------------------------------------------------------- /Tools/Python/Python_for_data_analysis.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/Tools/Python/Python_for_data_analysis.md -------------------------------------------------------------------------------- /Tools/Python/Running Code in iPython Notebook.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/Tools/Python/Running Code in iPython Notebook.ipynb -------------------------------------------------------------------------------- /Tools/Python/Scipy.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/Tools/Python/Scipy.ipynb -------------------------------------------------------------------------------- /Tools/Python/StatsModels - Linear Regression - Analysis.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/Tools/Python/StatsModels - Linear Regression - Analysis.ipynb -------------------------------------------------------------------------------- /Tools/Python/StatsModels - Linear Regression - Data Exploration - Lending Club.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/Tools/Python/StatsModels - Linear Regression - Data Exploration - Lending Club.ipynb -------------------------------------------------------------------------------- /Tools/Python/data/CalSim_gas_data.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/Tools/Python/data/CalSim_gas_data.csv -------------------------------------------------------------------------------- /Tools/Python/data/cz2010_gsod_2006_2013.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/Tools/Python/data/cz2010_gsod_2006_2013.csv -------------------------------------------------------------------------------- /Tools/Python/multiprogramming/README.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/Tools/Python/multiprogramming/README.txt -------------------------------------------------------------------------------- /Tools/Python/multiprogramming/README.txt~: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/Tools/Python/multiprogramming/README.txt~ -------------------------------------------------------------------------------- /Tools/Python/multiprogramming/mp_pool_apply_demo.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/Tools/Python/multiprogramming/mp_pool_apply_demo.py -------------------------------------------------------------------------------- /Tools/Python/multiprogramming/mp_pool_map_demo.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/Tools/Python/multiprogramming/mp_pool_map_demo.py -------------------------------------------------------------------------------- /Tools/Python/multiprogramming/mp_queues_demo.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/Tools/Python/multiprogramming/mp_queues_demo.py -------------------------------------------------------------------------------- /Tools/cli/README.md: -------------------------------------------------------------------------------- 1 | #### Command line Data Science (and other) tools built at DSSG 2 | -------------------------------------------------------------------------------- /Tools/github/data.txt: -------------------------------------------------------------------------------- 1 | 1,0,0,1,1 2 | -------------------------------------------------------------------------------- /Tools/mongodb/Learning_MongoDB.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/Tools/mongodb/Learning_MongoDB.ipynb -------------------------------------------------------------------------------- /dictionary.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/dictionary.md -------------------------------------------------------------------------------- /methods/README.md: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /methods/svm/SupportVectorMachines.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/methods/svm/SupportVectorMachines.ipynb -------------------------------------------------------------------------------- /methods/svm/slides/1dexample.aux: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/methods/svm/slides/1dexample.aux -------------------------------------------------------------------------------- /methods/svm/slides/1dexample.tex: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/methods/svm/slides/1dexample.tex -------------------------------------------------------------------------------- /methods/svm/slides/2dexample.aux: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/methods/svm/slides/2dexample.aux -------------------------------------------------------------------------------- /methods/svm/slides/2dexample.tex: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/methods/svm/slides/2dexample.tex -------------------------------------------------------------------------------- /methods/svm/slides/3dexample_1.aux: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/methods/svm/slides/3dexample_1.aux -------------------------------------------------------------------------------- /methods/svm/slides/3dexample_1.tex: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/methods/svm/slides/3dexample_1.tex -------------------------------------------------------------------------------- /methods/svm/slides/3dexample_2.aux: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/methods/svm/slides/3dexample_2.aux -------------------------------------------------------------------------------- /methods/svm/slides/3dexample_2.tex: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/methods/svm/slides/3dexample_2.tex -------------------------------------------------------------------------------- /methods/svm/slides/Makefile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/methods/svm/slides/Makefile -------------------------------------------------------------------------------- /methods/svm/slides/beamer-slide-header.tex: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/methods/svm/slides/beamer-slide-header.tex -------------------------------------------------------------------------------- /methods/svm/slides/d1.dat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/methods/svm/slides/d1.dat -------------------------------------------------------------------------------- /methods/svm/slides/d2.dat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/methods/svm/slides/d2.dat -------------------------------------------------------------------------------- /methods/svm/slides/data0.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/methods/svm/slides/data0.txt -------------------------------------------------------------------------------- /methods/svm/slides/data1.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/methods/svm/slides/data1.txt -------------------------------------------------------------------------------- /methods/svm/slides/data3.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/methods/svm/slides/data3.txt -------------------------------------------------------------------------------- /methods/svm/slides/data4.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/methods/svm/slides/data4.txt -------------------------------------------------------------------------------- /methods/svm/slides/data5.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/methods/svm/slides/data5.txt -------------------------------------------------------------------------------- /methods/svm/slides/errors.tex: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/methods/svm/slides/errors.tex -------------------------------------------------------------------------------- /methods/svm/slides/geometric.aux: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/methods/svm/slides/geometric.aux -------------------------------------------------------------------------------- /methods/svm/slides/geometric.tex: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/methods/svm/slides/geometric.tex -------------------------------------------------------------------------------- /methods/svm/slides/hyperplane.aux: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/methods/svm/slides/hyperplane.aux -------------------------------------------------------------------------------- /methods/svm/slides/hyperplane.tex: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/methods/svm/slides/hyperplane.tex -------------------------------------------------------------------------------- /methods/svm/slides/simpledata.tex: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/methods/svm/slides/simpledata.tex -------------------------------------------------------------------------------- /methods/svm/slides/slides-beamer.aux: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/methods/svm/slides/slides-beamer.aux -------------------------------------------------------------------------------- /methods/svm/slides/slides-beamer.nav: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/methods/svm/slides/slides-beamer.nav -------------------------------------------------------------------------------- /methods/svm/slides/slides-beamer.out: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/methods/svm/slides/slides-beamer.out -------------------------------------------------------------------------------- /methods/svm/slides/slides-beamer.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/methods/svm/slides/slides-beamer.pdf -------------------------------------------------------------------------------- /methods/svm/slides/slides-beamer.snm: -------------------------------------------------------------------------------- 1 | \beamer@slide {sec:references}{63} 2 | -------------------------------------------------------------------------------- /methods/svm/slides/slides-beamer.tex: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/methods/svm/slides/slides-beamer.tex -------------------------------------------------------------------------------- /methods/svm/slides/slides-beamer.toc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/methods/svm/slides/slides-beamer.toc -------------------------------------------------------------------------------- /methods/svm/slides/svm.aux: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/methods/svm/slides/svm.aux -------------------------------------------------------------------------------- /methods/svm/slides/svm.tex: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/methods/svm/slides/svm.tex -------------------------------------------------------------------------------- /methods/svm/slides/svmmargin.aux: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/methods/svm/slides/svmmargin.aux -------------------------------------------------------------------------------- /methods/svm/slides/svmmargin.tex: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/methods/svm/slides/svmmargin.tex -------------------------------------------------------------------------------- /methods/svm/slides/svmmarginslack.aux: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/methods/svm/slides/svmmarginslack.aux -------------------------------------------------------------------------------- /methods/svm/slides/svmmarginslack.tex: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/methods/svm/slides/svmmarginslack.tex -------------------------------------------------------------------------------- /problems/README.md: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /projects/README.md: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /projects/conservation_international/CI_data_exploration_workshop.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/projects/conservation_international/CI_data_exploration_workshop.ipynb -------------------------------------------------------------------------------- /projects/conservation_international/TV-20140605141210_1231.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dssg/data-science-101/HEAD/projects/conservation_international/TV-20140605141210_1231.csv --------------------------------------------------------------------------------