Python Programming for Data Science
Python Programming for Data Science
Chapters
Chapter 1: Python Basics
Chapter 2: Loops & Functions
Chapter 3: Unit Tests & Classes
Chapter 4: Style Guides, Scripts, Imports
Chapter 5: Introduction to NumPy
Chapter 6: NumPy Implementation Details
Chapter 7: Introduction to Pandas
Chapter 8: Basic Data Wrangling With Pandas
Chapter 9: Advanced Data Wrangling With Pandas
Practice Exercises
Python Basics
Loops & Functions
Unit Tests & Classes
Style Guides, Scripts, Imports
NumPy
Pandas
Basic Wrangling With Pandas
Advanced Wrangling With Pandas
repository
Index
