Mathew K Analytics

Pandas

A free 3-lesson course. Every lesson has a video walkthrough and a Jupyter notebook you can download or open in Google Colab. Tools covered: NumPy.

▶ Start with lesson 1
02 Python Variables: Understanding and Using Variables in Python10 min
Lesson 1

02 Python Variables: Understanding and Using Variables in Python

📓 Notebook · NumPy
Understanding Map, Replace, and Apply Functions for Effective Data Transformation in Pandas14 min
Lesson 9

Understanding Map, Replace, and Apply Functions for Effective Data Transformation in Pandas

📓 Notebook · NumPy
Optimizing Memory Usage with Pandas Categorical Data Types for Efficient Analysis17 min

Optimizing Memory Usage with Pandas Categorical Data Types for Efficient Analysis

📓 Notebook