CSE250
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    • CSE 250 Syllabus
      • CSE 250 Competency
    • Python for Data Science
    • Machine Learning
    • SQL for Data Science
    • VS Code for Data Science
    • Altair for Charts
    • Quarto for Data Science
    • Git and GitHub for DS
      • Pull and Merge Forks on GitHub

Course Materials

We will be relying on a few resources for this course. You will find the pertinant readings attached to each of the projects. Those readings will be culled from;

  • Python for Data Science: A port of R for Data Science using the Python packages pandas and Altair.
  • pandas User Guide
  • Altair User Guide
  • scikit-learn learn User Guide
  • scikit-learn tutorials
  • Python Data Science Handbook
  • A Whirlwind Tour of Python
  • SQL

Wes McKinney’s pandas code for his book Python for Data Analysis is a useful reference as well: https://github.com/wesm/pydata-book

Updated on 15 Sep 2020

CSE250 CSE 250 Syllabus

J. Hathaway and BYU-I ©