Fundamentals of Python — Master’s level
Course – Master's degree, , 2022
Fundamentals of Python language, from bacics (variables, structures, etc.) to advanced coding (object oriented programming, best practices, packaging, etc.).
Two courses, same content:
30 hours · ISUP, parcours Ingénierie Statistique et Data Science · Master’s level · Jan 2022 – present
12 hours · UFR Ingénierie Mathématique, parcours Ingénierie Mathématique · Bachelor’s / Master’s level
Topics
- Python fundamentals and data structures
- Object-oriented programming
- Packaging, clean code, and software engineering practices
- Scientific computing (NumPy, SciPy)
- Applications to machine learning (scikit-learn)