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
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