Scientific Python Ecosystem#

Learning Objectives#

Upon completion of this module, you should be able to:

  • Getting to know the three most popular Python packages used in data science

  • Apply highly productive functions from these packages in the context of ArcGIS

  • Convert feature classes into Numpy structured arrays

  • Calculate statistics and run query against arrays

  • Understand the structure of pandas Series and DataFrame

  • Select DataFrame records based on single or multiple conditions

  • Use Matplotlib to create simple plots to better understand attribute data

Learning Steps#

  • Work on Homework 5.

  • Submit Assignment (see syllabus for due date).

Additional Resources#