Python - Learn Pandas with SQL Examples
⚽ In this video we explore Pandas and SQL side by side using a football (soccer) dataset. We build an SQLite in-memory database, query it with SQL, and then solve the same problems using Pandas in Python.
🎬 What you'll learn:
How to set up SQLite inside Jupyter - 0:30
How to query tables with SQL and Pandas - 2:40
Filtering - 4:25
Grouping - 8:00
Joining (in SQL) or Merging (in Pandas) - 11:25
Building a football league table with points and goal difference - 14:30
Implementation of simple Pandas tasks - nlargest, bins, value_counts() - 17:10
Summary - 21:35
📊 This is hands-on practice with real code, perfect for learning and sparkling your interest.
📂 Source code: https://github.com/Vitosh/Python_pers...
📝 Blog post: https://www.vitoshacademy.com/python-...
🔗 More tutorials: https://www.vitoshacademy.com
#Python #Pandas #SQL #DataScience #FootballAnalytics #VitoshAcademy
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