Data Science with Python

How to think like a data scientist

Schedule 01. Data Science 02. Intro to Python 1 03. Intro to Python 2 04. Working with Data 05. Data Visualization 1 06. Spatial Data 07. Data Visualization 2 08. Solving Problems 09. Functions 10. Making Choices 11. Repeating Things 1 12. Repeating Things 2 13. Version Control 14. SQL Databases 15. Package: knitr (reporting) 16. Package: Pandas (data processing) Course Materials Getting Started About / Contact Us In-class Feedback

Creative Commons License

Putting It All Together

Reading


  • Topics

    • Style
    • Organization
    • Debugging
    • Building up complex programs
  • Readings

    • Hadley Wickham’s R style guide
    • Initial steps toward reproducible research just the landing page
    • Organize your data and code