Notebooks
Here are the notebooks for each lesson. Download them and run locally after Environment Setup.
Download all notebooks (ZIP) — extract the archive and open the notebooks/ folder.
Browse on GitHub: notebooks/
| Lesson | Notebook | Description |
|---|---|---|
| 1. STAC & COG | 01-stac-cog.ipynb | Search STAC, sign URLs, stream a COG window |
| 2. xarray | 02-xarray-datacube.ipynb | Build and slice a small data cube |
| 3. rioxarray | 03-rioxarray.ipynb | Prec + Temp + DEM GeoTIFFs, clip, align, analyse |
| 4. Dask | 04-dask-analytics.ipynb | Chunked local precip/temp/DEM, lazy graph, persist, compute |
| 5. Application | 05-end-to-end.ipynb | Karnataka NDVI app: STAC, COG, xarray, rioxarray, Dask |
After installing dependencies, open the notebooks/ folder in JupyterLab and start with 01-stac-cog.ipynb.