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A short course introducing students to the Python programming language for data science

python 최신버젼 다운로드

최종 버전 다운로드 (.zip)

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# Python
A short course introducing the Python programming language for data science.

## Unit 1: Python Programming Fundamentals

[Introduction](https://github.com/kylebradbury/python/blob/master/python_1.1_introduction.ipynb)

[Data Types](https://github.com/kylebradbury/python/blob/master/python_1.2_data_types.ipynb)

[Operators](https://github.com/kylebradbury/python/blob/master/python_1.3_operators.ipynb)

[Flow Control: Conditional Execution (if) and Repetition Structures (loops)](https://github.com/kylebradbury/python/blob/master/python_1.4_flow_control.ipynb)

[Important Built-in Functions](https://github.com/kylebradbury/python/blob/master/python_1.5_builtin_functions.ipynb)

[Quiz: Unit 1](https://github.com/kylebradbury/python/blob/master/python_quiz_1.ipynb)

## Unit 2: Functions, Objects, and Classes

[Functions](https://github.com/kylebradbury/python/blob/master/python_2.1_functions.ipynb)

[Scripts, Modules, and Packages](https://github.com/kylebradbury/python/blob/master/python_2.2_scripts_modules_and_packages.ipynb)

[Object Oriented Programming and Classes](https://github.com/kylebradbury/python/blob/master/python_2.3_classes.ipynb)

[Unit Testing and Debugging](https://github.com/kylebradbury/python/blob/master/python_2.4_unit_testing.ipynb)

[Coding Best Practices](https://github.com/kylebradbury/python/blob/master/python_2.5_best_practices.ipynb)

[Quiz: Unit 2](https://github.com/kylebradbury/python/blob/master/python_quiz_2.ipynb)

## Unit 3: Computational Programming

[Computational Programming with NumPy](https://github.com/kylebradbury/python/blob/master/python_3.1_numpy.ipynb)

[Plotting with Matplotlib](https://github.com/kylebradbury/python/blob/master/python_3.2_matplotlib.ipynb)

[Working with Datasets using Pandas](https://github.com/kylebradbury/python/blob/master/python_3.3_pandas.ipynb)

[Quiz: Unit 3](https://github.com/kylebradbury/python/blob/master/python_quiz_3.ipynb)

## Appendix

[The Command Line / Shell](https://github.com/kylebradbury/python/blob/master/python_appendix_command_line.ipynb)

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