π§° Module Overview
:gutter: 3
:::{grid-item-card} π‘ Module 1: Global Climate Change :columns: 6
πΊ Mann et al (1998)
π Concepts: Tabular data, git
Communication: declarative visualization, jupyter notebooks
+++ climate template
:::{grid-item-card} π Module 2: Global Fisheries Collapse :columns: 6
πΊ Worm et al (2006)
π Concepts: Relational databases
π Communication: Myst, pdf/LaTeX, html outputs
+++ fish template
:::
:::{grid-item-card} π° Module 3: Environmental Justice :columns: 6
πΊ Schell et al (2020)
π Concepts: Geospatial data structures + analysis
π Communication: Geospatial visualziation
+++ spatial template
:::
:::{grid-item-card} π€ Module 4: Language Models and Decision support tools? :columns: 6
πΊ TBD
π LLMs, RAG,
π streamlit, reactive design
+++ llm template
:::
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π Weekly Plan
Hold on tight and donβt put too much faith in this.
| Week | Module | Topics | Reading links |
|---|---|---|---|
| week 1 | π‘ | GitHub, JupyterHub | {π |
| week 2 | π‘ | viz: seaborn |
{π |
| week 3 | π‘ | data: pandas / ibis |
{π |
| week 4 | π‘ | Collab, PRs, CI | {π |
| week 5 | π | Module intro | {π |
| week 6 | π | RDBs, joins | {π |
| week 7 | π | discovery | {π |
| week 8 | π° | spatial data types | {π |
| week 9 | π° | spatial data viz | {π |
| week 10 | π° | spatial data analysis | {π |
| week 11 | π° | putting it together | {π |
| week 12 | π€ | LLMs | {π |
| week 13 | π€ | LLMs+RAG? | {π |
| week 14 | π€ | streamlit |
{π |
| week 15 | π | Final Projects | {π |