Python Intensive Course

This book contains the lectures of Python Intensive Course, Specialization in Data Science for Social Sciences and Public Management, hosted by QLAB | Pontificia Universidad Católica del Perú.

Attribution

The content was taught in two specific courses “Fundamentals of Python” & “Python Intermediate”, both were developed by Alexander Quispe and Anzony Quispe.

Lectures

Basic level

• 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 level

• 7. Web Scraping
• 8. API
• 9. Visualization: Seaborn
• 10. Geopandas
• 11. Folium
• 12. Causal Inference
• 13. Natural Language Processing (NLP)