├── .gitignore ├── Docker-Instructions.rst ├── LICENSE ├── Lecture 1 ├── Exercise 1 │ ├── README.md │ ├── test-notebook.ipynb │ └── test-script.py ├── Lecture 1 - Introduction to Python.ipynb └── imgs │ ├── ipython.png │ ├── jupyter.png │ ├── python.png │ └── spyder.png ├── Lecture 2 ├── Exercise 2 - Solutions.ipynb ├── Exercise 2.ipynb ├── Lecture 2 - Python Basics (Completed).ipynb └── Lecture 2 - Python Basics (Template).ipynb ├── Lecture 3 ├── Exercise 3 - Solutions.ipynb ├── Exercise 3.ipynb ├── Lecture 3 - Numpy + Pandas I (Complete).ipynb ├── Lecture 3 - Numpy + Pandas I (Template).ipynb └── data │ ├── asia_gdp_per_capita.csv │ ├── baseball.csv │ ├── gapminder_all.csv │ ├── gapminder_gdp_africa.csv │ ├── gapminder_gdp_americas.csv │ ├── gapminder_gdp_asia.csv │ ├── gapminder_gdp_europe.csv │ ├── gapminder_gdp_oceania.csv │ ├── microbiome.csv │ ├── microbiome │ ├── MID1.xls │ ├── MID2.xls │ ├── MID3.xls │ ├── MID4.xls │ ├── MID5.xls │ ├── MID6.xls │ ├── MID7.xls │ ├── MID8.xls │ ├── MID9.xls │ └── metadata.xls │ └── microbiome_missing.csv ├── Lecture 4 ├── Exercise 4 - Solutions.ipynb ├── Exercise 4.ipynb ├── Lecture 4 - Pandas II (Complete).ipynb ├── Lecture 4 - Pandas II (Template).ipynb └── data │ ├── AIS │ ├── transit_segments.csv │ └── vessel_information.csv │ ├── beer_subset.csv.gz │ ├── cdystonia.csv │ ├── cpi.csv │ ├── gdp.csv │ └── rec.csv ├── Lecture 5 ├── Lecture 5 - Pandas III (Complete).ipynb ├── Lecture 5 - Pandas III (Template).ipynb └── data │ └── beer_subset.csv.gz ├── Lecture 6 ├── Lecture 6 - Plotting (Complete).ipynb ├── Lecture 6 - Plotting (Template).ipynb └── data │ ├── beer_subset.csv.gz │ └── titanic.xls ├── Lecture 7 ├── Lecture 7 - Intro to Modeling in Python (Complete).ipynb ├── Lecture 7 - Intro to Modeling in Python (Template).ipynb └── data │ └── cd4.csv ├── README.rst ├── docs ├── Makefile ├── _build │ └── .gitignore ├── _static │ └── .gitignore ├── _templates │ └── .gitignore ├── conf.py ├── index.rst ├── make.bat └── numpy.rst 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