DS 256 - Data Science Programming Fall 2020

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Course Information

• Course Information Page
• Syllabus

Course Materials

• Homework specifications and other materials will be supplied via CoCalc unless otherwise specified.

Online Resources

• Texts:
  • A Whirlwind Tour of Python by Jake VanderPlas (Jupyter notebooks of the text, PDF)
  • Python Data Science Handbook by Jake VanderPlas (Jupyter notebooks of the text, HTML)
  • ThinkPython 2e by Allen B. Downey (PDF, HTML)
  • Automate the Boring Stuff with Python: Practical Programming for Total Beginners by Al Sweigart (HTML)
• Software:
  • Anaconda
• Documentation:
  • Python 3
  • IPython
  • Jupyter Notebook
  • Numpy
  • Pandas
  • Matplotlib
  • Scikit-Learn
• Quick References
  • Jupyter notebook GUI reference and keyboard shortcuts

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Todd Neller