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This repository contain the resources for the PS4106 module running Fall 2024 at University of St Andrews. Instructor: Justin Ales.

Use the following URL or the button below to launch this in a cloud hosted jupyter notebook.

https://mybinder.org/v2/gh/j-ales/PS4106_2024_25/master

Binder

Resources

Helpful Resources for PS4106 Students

Data Science Textbooks:

We will be using examples and excercises from various sources. These following

Python Data Science Handbook By Jake VanderPlas https://github.com/jakevdp/PythonDataScienceHandbook

Computational and Inferential Thinking: The Foundations of Data Science 2nd Edition by Ani Adhikari, John DeNero, David Wagner. https://inferentialthinking.com/chapters/intro.html

Principles and Techniques of Data Science By Sam Lau, Joey Gonzalez, and Deb Nolan. https://www.textbook.ds100.org/intro.html

Basic Python:

Online Python Courses/Practice:

Data Visualization

  • Data to Viz - help determining what visualization is appropriate; with code examples

More Data Science in Python Resources:

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