update student version with curriculum book changes

README.md

@@ -1,10 +1,35 @@
 # GeoSMART Curriculum Jupyter Book (ESS 469/569)
 
-[![Deploy](https://github.com/geo-smart/mlgeo-book/actions/workflows/deploy.yaml/badge.svg)](https://github.com/geo-smart/mlgeo-book/actions/workflows/deploy.yaml)
-[![Jupyter Book Badge](https://jupyterbook.org/badge.svg)](https://geo-smart.github.io/mlgeo-book)
-[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/geo-smart/mlgeo-book/HEAD?urlpath=lab)
+[![Deploy](https://github.com/geo-smart/mlgeo-instructor/actions/workflows/deploy.yaml/badge.svg)](https://github.com/geo-smart/mlgeo-instructor/actions/workflows/deploy.yaml)
+[![Jupyter Book Badge](https://jupyterbook.org/badge.svg)](https://geo-smart.github.io/mlgeo-instructor)
+[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/geo-smart/mlgeo-instructor/HEAD?urlpath=lab)
 [![GeoSMART Library Badge](book/img/curricula_badge.svg)](https://geo-smart.github.io/curriculum)
+[![Student Version](book/img/student_version_badge.svg)](https://geo-smart.github.io/mlgeo-book/)
 
-## About
+## Repository Overview
 
-This repository stores configuration for GeoSMART curriculum content, specifically the student version of the book. This version of the book should never be directly edited, as the student version is automatically generated on push.
+This repository stores configuration for GeoSMART curriculum content, specifically the teacher version of the book. Only this version of the book should ever be edited, as the student version is automatically generated on push by github actions.
+
+## Making Changes
+
+Edit the book content by modifying the `_config.yml`, `_toc.yml` and `*.ipynb` files in the `book` directory. The book is hosted on Github Pages and will be automatically updated on push, and the student book will also be created automatically on push.
+
+To modify the exact differences between this book and the student book, edit `.github/workflows/clean_book.py`. When you push, a github action will clone the repo and run this python file which modifies certain parts of `*.ipynb` file contents, then pushes to the student repo. To edit the student repo's README, edit `STUDENT_README.md`. The Github Actions workflow also automatically replaces `README.md` with `STUDENT_README.md` in the student repo.
+
+### `Student Response Sections`
+
+One modifications made by the `clean_book.py` workflow is to clear sections marked for student response. Code cells marked for student response may contain code in the teacher version of the book, but will have their code removed and replaced with a TODO comment in the student version.
+
+To mark a code cell to be cleared, insert a markdown cell directly preceding it with the following content:
+
+````markdown
+```{admonition} Student response section
+This section is left for the student to complete.
+```
+````
+
+## Serving Locally
+
+Activate the `curriculum_book` conda environment (or any conda environment that has the necessary jupyter book dependencies). Navigate to the root folder of the curriculum book repository in anaconda prompt, then run `python server.py`.
+
+On startup, the server will run `jb build book` to build all changes to the notebook and create the compiled HTML. The server code can take a `--no-build` flag (or `--nb` shorthand) if you don't want to build any changes you've made to the notebooks. In the case that you don't want to build changes made to the notebooks, you can just run `python serer.py --nb` from any terminal with python installed.

STUDENT_README.md

@@ -0,0 +1,10 @@
+# GeoSMART Curriculum Jupyter Book (ESS 469/569)
+
+[![Deploy](https://github.com/geo-smart/mlgeo-book/actions/workflows/deploy.yaml/badge.svg)](https://github.com/geo-smart/mlgeo-book/actions/workflows/deploy.yaml)
+[![Jupyter Book Badge](https://jupyterbook.org/badge.svg)](https://geo-smart.github.io/mlgeo-book)
+[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/geo-smart/mlgeo-book/HEAD?urlpath=lab)
+[![GeoSMART Library Badge](book/img/curricula_badge.svg)](https://geo-smart.github.io/curriculum)
+
+## About
+
+This repository stores configuration for GeoSMART curriculum content, specifically the student version of the book. This version of the book should never be directly edited, as the student version is automatically generated on push.

book/Chapter2-DataManipulation/2.1_Data_Definitions.md

@@ -2,10 +2,11 @@
 
 Geoscientific data is particularly diverse: point measurements of soil moisture, high rate time series (1000 samples per second) seismograms, rasterized LandSAT imagery, Geospatial and Temporal simulated geophysical fields.
 
+
 ## The data modality
 Modality refers to the field, or genre of measurements. Different modalities may be seismograms, GPS displacement time series, surface air temperature time series. All of them are point-based measurements, share the same data type (1D arrays), could be saved in the same data format (e.g., CSV file), but sense different physical fields.
 
-**The data type** refers to the type of an object. Geoscientific data is mostly *numeric* (floats, integer) and from which you can calculate things. 
+**The data type** refers to the type of an object. Geoscientific data is *numeric* (floats, integer) and from which you can calculate things. It can also be *categorical* (i.e. qualitative or nominal). 
 
 **The data format** refers to the specific type of parsing schema in a file (H5, CSV, JSON). It can be binary (H5), using standard character encodings (CSV, JSON), compressed (H5, Parquet), ... more details in Chapter 2.5.
 
@@ -16,3 +17,7 @@ A **DataFrame** is a tabular data structure that organizes data into a 2-dimensi
 
 Data frames can be saved in row based file formats (Comma Separated Value CSV) or column-based formats (Parquet).
 
+
+
+[Lecture Slides](../../img/Google_Slides_Logo.svg)[! (https://docs.google.com/presentation/d/1PVu8vbYtX0G4W41TB537Irm5V845E4uPsIrWQRfoQB0/edit?usp=sharing)
+See Lecture Slides.