joannakl/resources_QR.md

Last active August 26, 2019 20:20

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Resources for Quantitative Reasoning class (Math and Computing)

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resources_QR.md

Python and Python Notebooks

Books

A Programmer's Guide To Data Mining by Ron Zacharsky - hands-on data mining in Python

Tutorials

Introduction to Python - NYU Libraries tutorial in Jupyter Notebooks
Intro to Jupyter Notebooks - NYU Libraries tutorial (useful real life examples of data analysis)

Articles and Resources

100 Way to Learn Python and R for Data Science
- Data Science Repository - this contains a long list of links to courses and other repositories
  - Intro to Python repository has some good materials that may be adapted for the QR class.
JupyterLab Teaches Python Developers Magic
- IPython and Jupyter in Depth tutorial from PyCon 2019

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