├── .gitignore ├── Exercises.ipynb ├── LICENSE ├── Markdown_notebook_showcase.ipynb ├── README.md ├── data.py ├── data ├── inflammation-01.csv ├── inflammation-02.csv ├── inflammation-03.csv └── inflammation-04.csv ├── data_abstraction.ipynb ├── dummy.csv ├── images ├── auto-completion.png ├── collections_uml.png ├── compiler.png ├── editor.png ├── fibonacci.png ├── freeze-melt.png ├── interpreter.png ├── lectures_sketch.png ├── list.png ├── recursion.png ├── syntax-highlight.png ├── variables1.png └── variables2.png ├── intro ├── 1-the-way-of-the-program.html ├── 2-variables-statements-expressions.html ├── 3-intro-functions.html ├── 4-setup-editor.html └── 5-conditionals.html ├── numpy ├── 1_intro_numpy.ipynb ├── 2_numpy_indexing_slicing.ipynb ├── 3_numpy_operations.ipynb └── images │ ├── ndarray.png │ ├── ndarray_with_details.png │ ├── reference.png │ ├── storage_index.png │ └── storage_simple.png ├── pandas ├── 1_intro_pandas.ipynb ├── 2_data_processing_multi_format.ipynb ├── 3_data_selection_and_indexing.ipynb ├── 4_dataframe_operations.ipynb ├── 5_dataframe_plotting.ipynb ├── data │ ├── blooth_sales_data.csv │ ├── blooth_sales_data.html │ ├── blooth_sales_data.json │ ├── blooth_sales_data.xlsx │ ├── blooth_sales_data_2.csv │ ├── blooth_sales_data_clean.csv │ ├── blooth_sales_data_clean.xlsx │ ├── blooth_sales_data_clean_1.csv │ ├── blooth_sales_data_clean_2.csv │ ├── blooth_sales_data_clean_3.csv │ ├── sampledf.json │ └── temp.csv └── img │ ├── df_inside.png │ ├── df_inside_numpy.png │ ├── df_outside.png │ ├── join-inner.png │ ├── join-left.png │ ├── join-outer.png │ ├── join-right.png │ └── xlsxwriterexample.png ├── programming_with_python ├── classes.ipynb ├── collections.ipynb ├── dictionaries.ipynb ├── exceptions.ipynb ├── functions.ipynb └── iterators.ipynb ├── pyds.yml ├── python_extras ├── data_model.ipynb ├── functions-objects.ipynb ├── magic.ipynb ├── modules.ipynb └── pep8.ipynb ├── requirements.txt ├── scikit-learn ├── 01.1 Introduction to Machine Learning.ipynb ├── 01.2 Data Representation for Machine Learning.ipynb ├── 01.3 Training and Testing Data.ipynb ├── 01.4 Review of Scikit-learn API.ipynb ├── 02.1 Supervised Learning - Classification.ipynb ├── 02.2 Supervised Learning - Regression.ipynb ├── 02.3 Unsupervised Learning - Transformations and Dimensionality Reduction.ipynb ├── 02.4 Unsupervised Learning - Clustering.ipynb └── images │ ├── cluster_comparison.png │ ├── iris_setosa.jpg │ ├── iris_versicolor.jpg │ ├── iris_virginica.jpg │ ├── ml-wordle-436.jpg │ ├── ml_supervised_example.png │ ├── ml_unsupervised_example.png │ ├── petal_sepal.jpg │ ├── scikit-learn-cheatsheet.png │ ├── supervised_workflow.svg │ ├── train_test_split.svg │ ├── train_validation_test2.svg │ └── unsupervised_workflow.svg ├── working_notebook_dataclasses-livecoding.ipynb ├── working_notebook_dataclasses.ipynb ├── working_notebook_lect1.ipynb ├── working_notebook_livecoding_1_2.ipynb ├── working_notebook_scientific_python-livecoding.ipynb └── 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