Learning Pandas from Zero
Programming Textbook and YouTube Tutorial:
I am happy to announce my first programming textbook Learning Pandas from Zero is now available! This book covers both the fundamental usage and applications of the Python Pandas library. You will find numerous examples and exercises to strengthen your understanding in one of the very useful data processing tools in Python.
The textbook is available in three versions:
The textbook is accompanied with a ~2-hours lecture series available in this YouTube playlist!
Course description (Textbook and YouTube)
Chapter 1: Introduction
Chapter 2: Creating a Dataframe
Chapter 3: Accessing the Dataframe
Chapter 4: Modifying the Dataframe
Chapter 5: Describing the Dataframe
Chapter 6: Processing the Dataframe (Numerical)
Chapter 7: Processing the Dataframe (Textual)
Chapter 8: Indexing and Dataframe merging
Chapter 9: GroupBy and Aggregation
Chapter 10: Pivot Table
Chapter 11: Visualization
Chapter 12: What to do next?