positconf2023-academy_python

https://github.com/chendaniely/positconf2023-academy_python

Introduction to Data Science with Python workshop at PositConf 2023.

This was a conference specific cohort for Posit Academy.

Agenda

1. Tidy data in Python and Function reviews

• See tidy_data.py and functions-groupby-apply.py files in the repository.

2. Python Installation

• https://github.com/chendaniely/positconf2023-python_setup

In short:

• pyenv for installing Python: https://github.com/pyenv/pyenv
• venv for creating virtual environments: https://docs.python.org/3/library/venv.html

3. Quarto Introduction

• Building up a Quarto report
  • https://github.com/chendaniely/positconf2023-quarto_examples
• Quarto <> RMarkdown <> Jupyter notebooks
  • repo: https://github.com/chendaniely/positconf2023-quarto_rmarkdown_jupyter
  • rendered slides: https://chendaniely.github.io/positconf2023-quarto_rmarkdown_jupyter/

4. Putting all together with a new dataset

• Explore the data in data/index