Appendices
G
Datasets & Templates
Data Science I with python
Preface
Getting started
1
Setting up your environment with VS Code
2
Python Environments and Package Management
3
Enhancing Workflow in Jupyter Notebooks
Python refresher
4
Python Basics
5
Data Structures
Core library foundations
6
Reading Data
7
Pandas Fundamentals
8
Pandas Intermediate
9
NumPy Fundamentals
10
NumPy Intermediate
11
Data Visualization Fundamentals
12
Data Visualization Intermediate
From messy to insight
13
Data Cleaning
14
Data Preparation
15
Data Grouping and Aggregation
16
Data Reshaping
17
Combining Datasets
Appendices
A
Assignment A
B
Assignment B
C
Assignment C
D
Assignment D
E
Assignment E
F
Assignment F
G
Datasets & Templates
Appendices
G
Datasets & Templates
Appendix G — Datasets & Templates
Datasets used in the book, and assignment / project templates can be found
here
F
Assignment F