├── 0-intro.ipynb ├── 1-pandas.ipynb ├── 2-bokeh.ipynb ├── 3-sklearn.ipynb ├── CheatSheet.pdf ├── README.md ├── data ├── baseball │ └── lahman2013.sqlite ├── boston │ ├── housing.data │ └── housing.names └── reviews │ └── reviews_Clothing_Shoes_and_Jewelry_5.json.gz ├── environment.yml ├── examples ├── AmazonReviews.ipynb ├── Baseball.ipynb ├── BostonHousingData.ipynb └── sklearn_examples.ipynb ├── exercises ├── AmazonReviewExercise.ipynb ├── BaseballExercise.ipynb └── BostonHousingExercise.ipynb ├── images ├── accuracy.png ├── confusion.png ├── crossvalidation.png ├── ml-1.png ├── ml-model.png └── training-data.png └── resources.md /0-intro.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aterrel/pydata101/HEAD/0-intro.ipynb -------------------------------------------------------------------------------- /1-pandas.ipynb: -------------------------------------------------------------------------------- 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