Python is the most useful and powerful programming language oriented to data science and machine learning. Although simple, some aspects need to be carefully addressed. This Ph.D. course aims to introduce methods, techniques, and tools for the analysis of experimental data using Python language. Particular emphasis is placed on data manipulation and transformation.
The course material (slides, lecture notes, etc.) can be found on my homepage at the following link.
- Course overview
- Introduction to Python.
- Basics of Python programming and Python data structures.
- Python programming fundamentals.
- Main scientific libraries.
- Data manipulation.
- Data preparation and transformation.