3. Built-in Data Structures, Functions, and Files
Python for Data Analysis Book Club
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Welcome
1. Preliminaries
1
Notes
Video
2. Python Language Basics, IPython, and Jupyter Notebooks
Video
3. Built-in Data Structures, Functions, and Files
2
Data Structures and Sequences
Video
4. NumPy Basics: Arrays and Vectorized Computation
Video
5. Getting Started with pandas
Notes
Video
6. Data Loading, Storage, and File Formats
Notes
Video
7. Data Cleaning and Preparation
Video
8. Data Wrangling: Join, Combine, and Reshape
Video
9. Plotting and Visualization
Video
10. Data Aggregation and Group Operations
Video
11. Time Series
Video
12. Introduction to Modeling Libraries in Python
3
Notes
Video
13. Data Analysis Examples
Video
Examples
Example Quarto Document
4
NumPy
Appendices
How to add to the book
Table of contents
Learning Objectives
3. Built-in Data Structures, Functions, and Files
Learning Objectives
The data structures tuples, lists, dictionaries, and sets
Functions
Errors and Exception Handling
Files and the Operating System
Video
2
Data Structures and Sequences