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

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Working with Spatial Data

Reading


  • Topics

    • raster
    • Raster math
    • Plotting spatial images
    • Shapefile import
    • Integrate raster and vector data
  • Readings

    • Intro to rasters
    • Intro to vectors
    • Projections
  • Additional information

    • Rasters in R
    • Vectors in R
      • Part I
      • Part II
    • Projections in R
    • Combining rasters and vectors in R