Python: Basics for Artificial Intelligence
NFDI4EarthXRUB
About This Course
The course “Python: Basics for Artificial Intelligence” introduces participants to the fundamentals of Python programming within the context of AI development. Participants will learn to set up their development environment, manipulate and analyze data using libraries like NumPy and Pandas, and solve real-world problems. Through practical exercises and examples, participants will build a solid foundation for AI workflows and gain hands-on experience in data handling, algorithmic thinking, and basic model construction. (Access this course on GitLab).
Level
Introductory, Intermediate
Requirements
Moderately powerful computer
Subject Area
Python, Data Science Libraries
What You Will Learn
- Python Basics Variable List
- Python Basics ForLoops Conditional Function
- Numpy
- Pandas Series Selection Dataframe
- Pandas Contional Groupby Function Sort Import-Export
Resources
EduPilot "Artificial intelligence – basics and geographical applications" by Torben Dedring, Lars Tum, Andreas Rienow