The Fundamentals of Python

Author: Mohamed NIANG, ML Scientist

Presentation

This repository contains notebooks on the fundamentals of Python. The notebooks are provided with datasets to illustrate the concepts used.

Program Content

1. Python the basics
2. Files and loops in Python
3. Booleans and IF Conditions in Python
4. Dictionary in Python
5. List operations in Python
6. Introduction to functions in Python
7. Improvements and errors on the functions in Python
8. Datasets exploration in Python
9. Modules in Python
10. Classes in Python
11. Errors management in Python
12. List comprehension in Python
13. Scope of variables in Python
14. Regular expressions in Python
15. Date manipulation in Python
16. Datasets analysis without using Pandas in Python
17. Introduction to generators in Python
18. OOP in Python