├── .gitignore └── .gitignore ├── 05.01-What-Is-Machine-Learning.ipynb ├── 05.02-Introducing-Scikit-Learn.ipynb ├── 05.03-Hyperparameters-and-Model-Validation.ipynb ├── 05.04-Feature-Engineering.ipynb ├── 05.05-Naive-Bayes.ipynb ├── 05.06-Linear-Regression.ipynb ├── 05.07-Support-Vector-Machines.ipynb ├── 05.08-Random-Forests.ipynb ├── 05.09-Principal-Component-Analysis.ipynb ├── 05.10-Manifold-Learning.ipynb ├── 05.11-K-Means.ipynb ├── 05.12-Gaussian-Mixtures.ipynb ├── Matplotlib-3D-Plotting.ipynb ├── Matplotlib-Custom-Colorbars.ipynb ├── Matplotlib-Custom-Legends.ipynb ├── Matplotlib-Custom-Tickmarks.ipynb ├── Matplotlib-Density-and-Contour-Plots.ipynb ├── Matplotlib-Errorbars.ipynb ├── Matplotlib-Geo-Data-With-Basemap.ipynb ├── Matplotlib-Histograms-and-Bins.ipynb ├── Matplotlib-Intro.ipynb ├── Matplotlib-Line-Plots.ipynb ├── Matplotlib-Multiple-Subplots.ipynb ├── Matplotlib-Scatter-Plots.ipynb ├── Matplotlib-Settings-and-Stylesheets.ipynb ├── Matplotlib-Text-and-Annotation.ipynb ├── Pandas-Aggregation-and-Grouping.ipynb ├── Pandas-Concat-And-Append.ipynb ├── Pandas-Hierarchical-Indexing.ipynb ├── Pandas-Indexing-and-Selection.ipynb ├── Pandas-Merge-and-Join.ipynb ├── Pandas-Missing-Values.ipynb ├── Pandas-Objects.ipynb ├── Pandas-Operations.ipynb ├── Pandas-Performance-Eval-and-Query.ipynb ├── Pandas-Pivot-Tables.ipynb ├── Pandas-Vectorized-String-Ops.ipynb ├── README.md └── hello.png /.gitignore/.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qmindx/Data-Science/HEAD/.gitignore/.gitignore -------------------------------------------------------------------------------- /05.01-What-Is-Machine-Learning.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qmindx/Data-Science/HEAD/05.01-What-Is-Machine-Learning.ipynb -------------------------------------------------------------------------------- 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