This book contains the lectures of Python Intensive Course - QLAB | PUCP. You can see the online version here
The content was taught in two specific courses “Fundamentals of Python” & “Python Intermediate”, both were developed by Alexander Quispe and Anzony Quispe.
Contents:
Basic:
- 1. Github Introduction
- 2. Introduction to Python: Lists, Tuples, Dictionaries, Arrays
- 3. Pandas
- 4. If and Loops
- 5. Functions and Class
- 6. Inheritance, Private Variables, Fixed attributes, Costumize Exceptions
Intermediate:
- 7. Web Scraping
- 8. API
- 9. Visualization: Seaborn
- 10. Geopandas
- 11. Folium
- 12. Causal Inference
- 13. Natural Language Processing (NLP)