Open source in science and engineering

Python ecosystem for data analysis and machine learning

Presentation held at Kigali on 06.03.2019

Topics

• Introduction
• Numpy: introduction to vectorization and lineal algebra
• Pandas: introduction
• Pandas: detailed tutorial
• Visualization: example from pyviz tutorial
• Introduction to machine learning
• Additional example of interactive visualization of datasets