diff --git a/README.md b/README.md
index 872c8422309cdf13f3cf774a4455d79f5c7e261a..2ec57bbf2e55fe7e61edf4da212cbb944cb62c42 100644
--- a/README.md
+++ b/README.md
@@ -16,12 +16,27 @@ pip install -e .
 
 `-e` can be omitted if you don't intend to modify the code in this package.
 
-## Model Data for Example / Testing
+## Getting Started
+
+The documentation page contains a full tutorial.
+Build the documentation by:
+
+```bash
+pip install sphinx sphinx_rtd_theme sphinx_autodoc_typehints
+cd doc
+make html
+```
+
+The documentation page will be created as `doc/build/html/index.html`.
+You can open this in the browser and browse to "Getting Started" section.
+
+### Model Data for Example / Testing
 
 `predtuner` contains 10 demo models which are also used in tests.
 
 - Download and extract [this](https://drive.google.com/file/d/1V_yd9sKcZQ7zhnO5YhRpOsaBPLEEvM9u/view?usp=sharing) file containing all 10 models, for testing purposes.
-- The example only uses VGG16-CIFAR10. If you don't need the other models, get the data for VGG16-CIFAR10 [here](https://drive.google.com/file/d/1Z84z-nsv_nbrr8t9i28UoxSJg-Sd_Ddu/view?usp=sharing).
+- The "Getting Started" example on the documentation page only uses VGG16-CIFAR10.
+  If you don't need the other models, get the data for VGG16-CIFAR10
+  [here](https://drive.google.com/file/d/1Z84z-nsv_nbrr8t9i28UoxSJg-Sd_Ddu/view?usp=sharing).
 
 In either case, there should be a `model_params/` folder at the root of repo after extraction.
-