Appendices
G
Datasets & Templates
Introduction to Data Science with Python
Preface
Prerequisite: Python programming
1
Python Basics
2
Data structures
Getting started: Coding environment
3
Setting up your environment with VS Code
4
Enhancing Workflow in Jupyter Notebooks
Exploratory data analysis
5
Reading Data
6
NumPy
7
Pandas
8
More on Pandas
9
Introduction to Data Visualization
10
Advanced Data Visualization
11
Data Cleaning and Preparation
12
Data Grouping and Aggregation
13
Data Reshaping and Enrichment
Appendices
A
Assignment A
B
Assignment B
C
Assignment C
D
Assignment D
E
Assignment E
F
Assignment F
G
Datasets & Templates
Appendix G — Datasets & Templates
Datasets used in the book, and assignment / project templates can be found
here
F
Assignment F