Module Overview

Module 1: Global Climate Change

Mann et al (1998)
Concepts: Tabular data, git
Communication: declarative visualization, jupyter notebooks

climate template

Module 2: Global Fisheries Collapse

Worm et al (2006)
Concepts: Relational databases
Communication: Myst, pdf/LaTeX, html outputs

fish template

Module 3: Environmental Justice

Schell et al (2020)
Concepts: Geospatial data structures + analysis
Communication: Geospatial visualziation

spatial template

Module 4: Language Models and Decision support tools?

TBD
LLMs, RAG,
streamlit, reactive design

llm template

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Weekly Plan

Hold on tight and don’t put too much faith in this.

Week	Module	Topics	Reading links
week 1		GitHub, JupyterHub
week 2		viz: seaborn
week 3		data: pandas / ibis
week 4		Collab, PRs, CI
week 5		Module intro
week 6		RDBs, joins
week 7		discovery
week 8		spatial data types
week 9		spatial data viz
week 10		spatial data analysis
week 11		putting it together
week 12		LLMs
week 13		LLMs+RAG?
week 14		streamlit
week 15		Final Projects