IBM Developer

Learning Path

Data analysis using Python

Get an overview of working with data using Python, including details on working with Python, GeoPandas, vector data, and raster data.

By Samaya Madhavan, Margriet Groenendijk
Learningpath
Archived content

Archive date: 2026-09-28

This content is no longer being updated or maintained. The content is provided “as is.” Given the rapid evolution of technology, some content, steps, or illustrations may have changed.

Overview

This learning path is designed to give you an overview of working with data using Python. It includes details on working with Python, GeoPandas, vector data, and raster data.

Skill level

Beginner

Estimated time to complete

Approximately 2 hours.

Learning objectives

This learning path covers the following topics:

  • Python overview
  • Unstructured versus structured data
  • Introduction to pandas
  • Geospatial data types
  • Data representations
  • An overview of vector data
  • Working with vector data
  • Raster data
  • Working with raster data